4747Copernican Journal of Finance & Accounting e-ISSN 2300-3065 p-ISSN 2300-12402024, volume 13, issue 3 Date of submission: July 1, 2024; date of acceptance: September 2, 2024. * Contact information: olumoh.yusuf@gmail.com, Faculty of Management and So- cial Sciences, Department of Accounting and Finance, Kwara State University, Malete, Nigeria, phone: +2347032508205; ORCID ID: https://orcid.org/0009-0005-9789-2651 Olumoh, Y.A. (2024). Accounting Controls and Quality of Financial Reporting. Copernican Journal of Finance & Accounting, 13(3), 47–65. http://dx.doi.org/10.12775/CJFA.2024.013 yusuf alabi olumoh* Kwara State University accounting contRols and quality of financial RepoRting Keywords: accounting controls, detective controls, preventive controls, corrective controls, financial reporting quality. J E L Classification: M41, M40. Abstract: The research objective of the study is to examine the impact of accounting controls on the quality of financial reporting within microfinance banks (MFBs) locat- ed in Kwara State, Nigeria. A cross-sectional survey methodology was utilized in this research, involving a total of 216 stakeholders from all 27 licensed MFBs. The study drew upon primary data obtained from a selected group of 140 stakeholders within the MFB industry in Kwara State, Nigeria, utilizing random and stratified sampling meth- ods. The data analysis was conducted using descriptive and inferential statistics em- ploying the Partial Least Square Structural Equation Modelling technique. The results of the study reveal that both detective and corrective controls have a significant posi- tive effect on the financial reporting quality of MFBs in the area, while preventive con- trols do not exhibit a significant impact on financial reporting quality at a 5% level of significance. This study concludes that accounting controls, particularly corrective and detective controls, play a crucial role in enhancing the quality and reliability of finan- cial reporting in microfinance banks, while the impact of preventive controls remains less significant, with insights into the implications of these findings and offers recom- mendations for improving financial reporting practices in MFBs. Microfinance institu- tions should continue to invest in robust corrective and detective controls to enhance Yusuf Alabi Olumoh4848 their ability to detect and rectify errors and fraudulent activities in financial reporting processes. This investment should include regular reconciliation procedures, compre- hensive audits, and the use of advanced fraud detection techniques.  Introduction Introduction Globally, microfinance banks play a vital role in serving underserved popula- tions, relying on robust accounting controls for sustainable operations (Musa, Ajibade, Shogo & Eo, 2023). These controls ensure financial reporting accura- cy and integrity, crucial for asset protection, regulatory compliance, and reli- able monetary disclosures in microfinance institutions (Oppong, Atchulo, Fo- fack & Afonope, 2024). In advanced economies, financial institutions employ advanced technologies and stringent regulations to maintain high reporting standards, mitigate risks, prevent fraud, and ensure transparency, bolstering stakeholder trust (Manginte, 2024). Conversely, in Africa, varying levels of pro- gress in accounting controls reflect challenges such as limited resources, regu- latory gaps, and technological limitations, despite the sector’s role in economic empowerment and poverty alleviation (Oshora, Fekete-Farkas & Zeman, 2020; Sun, Hao, Cui, Shan, Zhao, Wang, Zhang & Guan, 2022). Nigeria’s growing microfinance sector highlights both opportunities and challenges in implementing effective accounting controls. Despite serving mil- lions of low-income clients, issues like weak internal controls and occasional financial misreporting persist, necessitating stringent measures to enhance credibility (Abitoye, Abdul, Babalola, Daraojimba & Oriji, 2023). In Kwara State, microfinance banks drive financial inclusion but face similar challenges in maintaining robust accounting systems (Ajibola, Saheed & Adedoyin, 2020). Improving these controls is crucial for enhancing financial reporting quality and transparency nationwide. Challenges identified include regulatory gaps, staff training deficiencies, and limited use of advanced accounting technolo- gies, impacting decision-making and investor confidence (Umar, Adam, Al- hassan, Abdallah & Nterful, 2024; Sakinah, Desrinofifty, Ponirah, Murthado & Nurhasanah, 2024). Effective accounting controls are critical for ensuring the accuracy and reliability of financial reporting in Nigerian microfinance banks, yet many struggle with weak internal systems. According to Abdullah (2024), these de- ficiencies stem from resource constraints, inadequate training, and insuffi- cient integration of controls into daily operations, increasing the risk of er- aCCounting Controls and quality of finanCial rEPorting… 4949 rors and financial irregularities. Detective controls, aimed at identifying and correcting past errors, face limitations due to underdeveloped internal au- dits and manual monitoring processes (Lartey, Akolgo, Jaladi, Ayeduvor & Af- riyie, 2023). This hinders timely error detection and resolution, perpetuat- ing challenges in maintaining reporting integrity (Alonge, Dudu & Alao, 2024). Preventive controls, designed to preempt errors, suffer from issues like in- adequate segregation of duties and training gaps (Idowu, Adedipe & Aderoju, 2019), heightening vulnerability to fraud and misstatements (Gotelaere & Pao- li, 2022). Corrective controls, crucial for addressing identified issues, often lack systematic implementation and follow-through in Nigerian microfinance banks (Idowu, Alonge & Adebayo, 2024). This failure to learn from past errors undermines financial reporting practices, impacting credibility and overall fi- nancial health (Yang, 2024). However, there are scant prior studies (Krishnan, Krishnan & Liang, 2020; Ajao & Oluwadamilola, 2020; Setyawan & Gamayuni, 2020; Zakariyau & Musta- pha, 2021; Arisandi, Islami & Soeprajitno, 2022; Kwanbo, Tanko, Baba & Aka- net, 2023; Pangaribuan, Sunarsi, Santoso, Wahyuni & Yoewono, 2023; Hae- runnisa, Razak & Muchran, 2024; Dominic, 2024) that have been undertaken regarding the impact of accounting controls on the quality of financial report- ing across various sectors. A study examining the efficacy of accounting con- trols in improving the quality of financial reporting in microfinance banks in Nigeria is notably scarce in the existing literature. Previous relevant research has not explored detective control, preventive control, and corrective control as accounting controls frequently influence financial reporting quality. This highlights the insufficient application of accounting controls, underscoring the necessity to assess the effectiveness of such controls in enhancing the financial reporting quality of microfinance banks. The results of this research will aid in shaping policies and establishing regulatory frameworks to fortify the mi- crofinance industry, especially in areas where accounting practices exhibit sig- nificant deficiencies. Through addressing these objectives and rationales, the study endeavors to enrich the understanding of accounting controls and finan- cial reporting quality within the microfinance sector, thereby promoting more resilient and transparent financial systems. Yusuf Alabi Olumoh5050 Literature review and hypotheses developmentLiterature review and hypotheses development Accounting is a core function in every business. According to Hamed (2023) and Dominic (2024), accounting controls encompass the methodologies and proto- cols established by an organization to validate, ensure accuracy, and guaran- tee the trustworthiness of its financial reports. Accounting controls prevent, detect, and correct errors in financial reporting until the finalization of state- ments. They ensure operational efficiency, integrity, and accurate financial re- porting, prioritizing performance enhancement over mere legal compliance (Vale, Amaral, Abrantes, Leal & Silva, 2022; Yusuf, Dasawaty, Esra, Apriwenni, Meiden & Fahlevi, 2024). In microfinance institutions, these controls are cru- cial for maintaining precise, reliable, effective, and transparent financial data. Muriithi and Oluoch (2024) delineated the three key categories of accounting controls as detective controls, preventive controls, and corrective controls within any given organization. Detective controls are designed to identify deviations from established pol- icies and procedures that have already occurred, such as errors, fraud, or non- compliance (Lartey, Kong, Bah, Santosh & Gumah, 2020). Common examples include internal audits, reconciliations, and variance analysis (Lartey et al., 2020). For microfinance institutions, detective controls are crucial for uncov- ering inaccuracies or fraudulent activities in financial reporting, and ensuring integrity in financial statements (Muriithi & Oluoch, 2024). Preventive controls aim to prevent issues from arising in the first place by implementing policies and procedures to mitigate risk before problems occur (Xu, Liu & Pei, 2023). For instance, separating duties in financial reporting helps reduce the risk of misstatements (Lartey et al., 2020). In microfinance institutions, preventive controls are essential for maintaining robust and effective financial reporting processes (Ryanto & Tundjungsari, 2024). Corrective controls address issues identified by detective controls, implementing actions to rectify discrepancies and restore proper financial practices (Naboth-Odums, Abanyam, Edeh & Ab- dulkadir, 2022). These controls are critical for resolving problems and improv- ing financial reporting quality (Alastal, Ali & Allaymoun, 2024). By integrating detective, preventive, and corrective controls, microfinance institutions en- hance financial reporting quality and ensure stakeholder trust and transpar- ency (Abdullahi & Othman, 2021). aCCounting Controls and quality of finanCial rEPorting… 5151 Financial reporting quality refers to how well financial statements repre- sent an organization’s financial status, performance, and cash flows in accord- ance with accounting standards and regulatory requirements (Mahdi, Mahdi, Abbas & Khatib, 2022; Harjanto, 2023). High-quality financial reporting pro- vides stakeholders such as regulators, investors, donors, and clients, with ac- curate, timely, and transparent information, enabling them to make informed decisions (Abed, Hussin, Ali, Haddad, Shehadeh & Hasan, 2022). Empirical ReviewEmpirical Review Recent empirical studies have consistently shown a positive relationship be- tween strong accounting controls and improved financial reporting quality. These studies span across developed, developing, African countries, and Nige- ria, providing a comprehensive global perspective on accounting controls and financial reporting quality. Detective Controls and Quality of Financial ReportingDetective Controls and Quality of Financial Reporting Detective controls, designed to identify errors after they occur, have been linked to improved financial reporting quality. For instance, Shareef, Younis and Al- sadia (2023), Maarouf, Khoshro and Amini (2024) identified a positive link be- tween strong internal controls and improved financial reporting quality, with fewer errors and restatements in firms with robust mechanisms. The internal control effectiveness has also enhanced financial reporting data quality and re- duced fraud, as shown by Krishnan et al. (2020) and Zakirova, Klychova, Dyat- lova, Khoruzhy and Mavlieva (2023). In Portugal, Monteiro, Cepêda, Da Silva and Vale (2023) found that internal controls and accounting information systems positively affect reporting quality. Similarly, in Indonesia, Pangaribuan et al. (2023) and Arisandi, Islami and Soeprajitno (2022) demonstrated that detective controls enhanced reporting quality, with similar findings in Kenya by Muriithi and Oluoch (2024), and Dominic (2024) in Nigeria. Drawing from the preceding literature review, the following hypothesis has been formulated: H1: Detective controls do not exert a significant impact on the financial re- porting quality of microfinance banks in Kwara State. Yusuf Alabi Olumoh5252 Preventive Controls and Quality of Financial ReportingPreventive Controls and Quality of Financial Reporting Preventive controls are critical in deterring errors or fraud before they occur. Hu, Weng and Wang (2021) found that internal controls improved reporting quality in China. In developing economies, Kwanbo et al. (2023) confirmed the value of preventive controls across various sectors in developing nations. In Af- rica, Rashid and Sabir-Jaf (2023) linked strong corporate governance, including preventive controls, to better financial reporting. Similarly, Umar et al. (2024) found that internal preventive control systems have a positive influence on fi- nancial management in local government authorities in Ghana, and thereby en- hancing their financial reporting quality. A study by Muriithi and Oluoch (2024) revealed that preventive controls had a significant and negative effect on the financial reporting lag. In Nigeria, Alabi and Abdulrasaq (2021) found that the internal control system has a positive and significant effect on the quality of financial reports of microfinance banks, and Zakariyau and Mustapha (2021) emphasized that adopting IFRS improved preventive mechanisms, particularly in microfinance institutions. Based on the above the study hypothesized that: H2: Preventive controls do not exert a significant impact on the financial reporting quality of microfinance banks in Kwara State. Corrective Controls and Quality of Financial ReportingCorrective Controls and Quality of Financial Reporting Corrective controls help address and rectify identified errors in financial re- porting, ensuring compliance with standards. Different researchers have ex- amined the impacts of corrective controls on financial reporting quality, and re- ported their findings; for instance, Nguyen, Vu and Bui (2023) found that firms with strong corrective controls had fewer financial misstatements over time. Antwi, Adelakun and Eziefule (2024) in the U.S. noted that real-time data cor- rection tools improved financial reporting accuracy and timeliness. In develop- ing countries, Martinez and de-Jesus-Moraes (2024) observed that corrective controls reduced audit adjustments in Brazilian firms, as Jannah, Hazmi, Fitri and Ashar (2024) revealed that internal controls have no significant relation- ship with financial reporting quality, while Setyawan and Gamayuni (2020) found that combining corrective and preventive controls improved report- ing accuracy in Indonesia. In Africa, Ajao and Oluwadamilola (2020) empha- sized the significance of corrective controls, alongside preventive and detec- aCCounting Controls and quality of finanCial rEPorting… 5353 tive measures, in enhancing financial reporting quality in Nigeria. Contrarily, Muriithi and Oluoch (2024) established that corrective controls had a signifi- cant and negative effect on the financial reporting lag among listed companies in the Nairobi Securities Exchange. Drawing from the literature review, the fol- lowing hypothesis was formulated: H3: Corrective controls do not exert a significant impact on the financial reporting quality of microfinance banks in Kwara State. Figure 1. Research model of financial reports of microfinance banks, and Zakariyau and Mustapha (2021) emphasized that adopting IFRS improved preventive mechanisms, particularly in microfinance institutions. Based on the above the study hypothesized that: H2: Preventive controls do not exert a significant impact on the financial reporting quality of microfinance banks in Kwara State. Corrective Controls and Quality of Financial Reporting Corrective controls help address and rectify identified errors in financial reporting, ensuring compliance with standards. Different researchers have examined the impacts of corrective controls on financial reporting quality, and reported their findings, for instance, Nguyen, Vu and Bui (2023) found that firms with strong corrective controls had fewer financial misstatements over time. Antwi, Adelakun and Eziefule (2024) in the U.S. noted that real-time data correction tools improved financial reporting accuracy and timeliness. In developing countries, Martinez and de-Jesus-Moraes (2024) observed that corrective controls reduced audit adjustments in Brazilian firms, as Jannah, Hazmi, Fitri and Ashar (2024) revealed that internal controls have no significant relationship with financial reporting quality, while Setyawan and Gamayuni (2020) found that combining corrective and preventive controls improved reporting accuracy in Indonesia. In Africa, Ajao and Oluwadamilola (2020) emphasized the significance of corrective controls, alongside preventive and detective measures, in enhancing financial reporting quality in Nigeria. Contrarily, Muriithi and Oluoch (2024) established that corrective controls had a significant and negative effect on the financial reporting lag among listed companies in the Nairobi Securities Exchange. Drawing from the literature review, the following hypothesis was formulated: H3: Corrective controls do not exert a significant impact on the financial reporting quality of microfinance banks in Kwara State. Figure 1. Research model Source: researcher’s conceptualization. Detective Controls Preventive Controls Corrective Controls Quality of Financial Reporting S o u r c e : researcher’s conceptualization. Theoretical FrameworkTheoretical Framework Agency theory, developed by Jensen and Meckling (1976), addresses the con- flicts between principals (shareholders) and agents (managers) within organ- izations, stemming from information asymmetries and differing incentives (Koolma, 2024). To mitigate these conflicts, effective monitoring and control mechanisms, such as preventive, detective, and corrective controls, are es- sential. Preventive controls aim to stop issues before they arise (Lartey et al., 2020), detective controls identify discrepancies (Muriithi & Oluoch, 2024), and corrective controls fix problems (Lartey, Akolgo, Jaladi, Ayeduvor & Afriyie, 2023). In microfinance banks, these controls help align managerial actions with stakeholder interests, improving transparency in financial reporting (Pignatel & Tchuigoua, 2020). However, agency theory assumes managers act primarily out of self-interest, oversimplifying their motivations, as some may prioritize organizational success (Rafiq & Abdullah, 2023). Additionally, implementing stringent controls may not be cost-effective for smaller organizations (Mad- havan, Venugopalan, Gupta & Sisodia, 2023), highlighting the theory’s limita- Yusuf Alabi Olumoh5454 tions in fully addressing managerial behavior and practical constraints (Adib, Zhang, Zaid & Sahyouni, 2021). Research methodology and the course of the research processResearch methodology and the course of the research process The current investigation utilized a cross-sectional survey research de- sign employing a quantitative approach, using primary data collected from 216 stakeholders across 27 licensed Microfinance Banks situated in Kwara State, Nigeria, as of December 2023. The cohort consisted of 54 internal stake- holders, particularly managerial personnel well-versed in areas such as ac- counting, control, and finance, with the inclusion of two senior managerial in- dividuals, along with 162 external stakeholders, comprising delegates from the Central Bank of Nigeria, the Nigeria Deposit Insurance Corporation, finan- cial advisors, and external auditors allocated to each microfinance institution. A sample size of 140 was ascertained utilizing Taro Yamane’s formula, inte- grating probability and stratified sampling methodologies. The computation of the sample size is delineated as follows: The calculation of the sample is shown below n = N/(1 + Ne^2). Where: n = Sample size, N = Total population (216), and e = Margin of error (0.05 or 5%), or 0.10 (10%) (expressed as a decimal), depending on the desired level of confidence. n = 216/ (1 + 216 (0.05) ^2) = 140. The data analysis for this study was conducted using the Partial Least Squares Structural Equation Modeling (PLS-SEM) technique through Smart- PLS 4 software. This method allowed for the evaluation of both descriptive and inferential statistics. Descriptive statistics were employed to summarize the characteristics of the data, providing insights into variables such as means, standard deviations, and frequency distributions. Inferential statistics, on the other hand, were used to assess the relationships between latent variables, test hypotheses, and determine the significance of the proposed model paths. The PLS-SEM approach was particularly advantageous in handling complex mod- els with multiple indicators, addressing issues related to multicollinearity, and providing robust estimates, even with smaller sample sizes. aCCounting Controls and quality of finanCial rEPorting… 5555 Results and discussionResults and discussion Descriptive Statistics Descriptive Statistics The provided table 1 displays descriptive statistics for several variables relat- ed to detective, preventive, and corrective controls, as well as financial report- ing quality. Table 1. Descriptive statistics for detective controls Name Items Mean Std. Dev. Excess kurtosis Skewness DECO1 The frequency of internal and external audits. 4.217 1.061 1.316 -1.418 DECO2 Monitoring user activities. 4.275 0.832 2.463 -1.335 DECO3 The use of forensic accounting techniques to hinder financial misreporting. 4.464 0.672 1.419 -1.183 DECO4 Effectiveness in automation and monitoring compliance with policies. 4.522 0.605 2.693 -1.292 DECO5 Frequency and effectiveness of data integrity checks. 4.290 0.800 3.300 -1.448 S o u r c e : author’s computation using SmartPLS4. Table 2. Descriptive statistics for preventive controls Name Items Mean Standard deviation Excess kurtosis Skewness PREVCO1 Strength and effectiveness of access control mechanisms. 4.551 0.578 -0.163 -0.892 PREVCO2 Frequency and quality of security training programs. 4.420 0.769 5.264 -1.876 PREVCO3 Adherence to secure system configuration standards. 4.449 0.753 1.720 -1.179 PREVCO4 Regularity of software updates and patches. 4.304 0.890 2.509 -1.532 PREVCO5 The success rate of backup and recovery tests. 4.348 0.813 1.062 -1.226 PREVCO6 Segregation of duties. 4.101 1.024 2.776 -1.618 Yusuf Alabi Olumoh5656 Name Items Mean Standard deviation Excess kurtosis Skewness PREVCO7 Effectiveness of network security monitoring systems. 4.203 0.972 0.627 -1.102 PREVCO8 Effectiveness of antivirus and anti-malware solutions. 3.913 1.100 0.596 -0.960 PREVCO9 The extent and effectiveness of encryption technologies and authorized procedures. 4.406 0.621 1.701 -0.929 S o u r c e : author’s computation using SmartPLS4. Table 3. Descriptive statistics for corrective controls Name Items Mean Standard deviation Excess kurtosis Skewness CORECO1 Error Resolution Time. 4.217 0.849 2.322 -1.311 CORECO2 Frequency of System Updates to address vulnera- bilities. 4.449 0.578 -0.672 -0.487 CORECO3 User Feedback. 4.246 0.824 3.084 -1.449 CORECO4 Improvement in audit results post-correction. 4.464 0.650 1.665 -1.157 CORECO5 Training and awareness on internal control reviews on reducing errors. 4.406 0.748 4.788 -1.685 CORECO6 Quality and completeness of documentation post- -correction. 4.420 0.710 2.120 -1.324 CORECO7 Corrective Action Implementation Time. 4.203 0.926 0.045 -0.981 S o u r c e : author’s computation using SmartPLS4. Table 2. Descriptive… aCCounting Controls and quality of finanCial rEPorting… 5757 Table 4. Descriptive statistics for preventive controls Name Items Mean Standard deviation Excess kurtosis Skewness FRQ-1 The precision and correctness of the financial information presented. 4.420 0.730 1.790 -1.313 FRQ-2 The promptness with which financial reports are prepared and released. 4.333 0.811 2.613 -1.360 FRQ-3 Compliance with relevant accounting standards and regulatory requirements (e.g., IFRS, GAAP). 4.536 0.627 2.550 -1.400 FRQ-4 Uniformity in the application of accounting policies and procedures over time. 4.087 0.959 0.577 -0.984 FRQ-5 The extent to which all necessary financial information is included in reports. 4.377 0.744 0.251 -0.967 FRQ-6 The clarity and openness with which financial information is presented. 4.551 0.626 2.722 -1.462 FRQ-7 The ability to compare financial information across periods and with other entities. 4.507 0.580 -0.446 -0.711 FRQ-8 The thoroughness and detail of disclosures provided in financial statements. 4.406 0.709 0.709 -1.032 FRQ-9 The usefulness of controls in decision-making processes. 4.174 0.962 1.645 -1.258 S o u r c e : author’s computation using SmartPLS4. DECO stands for Detective Controls, PREVCO for Preventive Controls, CORECO for Corrective Controls, and FRQ for Financial Reporting Quality. Tables 1–4 provide descriptive statistics for the items measuring detective, preventive, and corrective controls, as well as financial reporting quality. Mean scores are all above 4, indicating a high level of agreement or positive percep- tion among respondents. The median values are consistently at the upper end of the scale, reinforcing the central tendency towards agreement. The standard deviations range from 0.578 to 1.100, reflecting moderate to low variability. All items show significant negative skewness, suggesting that responses are clus- tered towards higher values. Excess kurtosis values indicate varying levels of peakedness, with some items showing significant leptokurtic distribution. Be that as it may, most of the numerical values of both skewness and kurtosis are with the rule of thumb of -1 and + 1, indicating that the distribution of data is normal as suggested by Sarstedt, Ringle and Hair (2021). Yusuf Alabi Olumoh5858 Table 5. Construct reliability and collinearity diagnostics Variables Cronbach’s alpha Composite reliabili- ty (rho_a) Composite reliabili- ty (rho_a) VIF Detective Controls 0.785 0.814 0.853 1.641 Preventive Controls 0.857 0.865 0.888 1.515 Corrective Controls 0.781 0.788 0.842 1.537 Financial Reporting Quality 0.829 0.835 0.867 1.642 R2 Adjusted R2 Quality of Financial Reporting 0.858 0.851 S o u r c e : author’s computation using SmartPLS4. Table 5 presents construct reliability and collinearity diagnostics for control measures and financial reporting quality. Cronbach’s alpha values (0.781 to 0.857) indicate strong internal consistency for detective, preventive and cor- rective controls, and financial reporting quality. Composite reliability (rho_a) values (0.788 to 0.888) further support reliability. Variance inflation factors (VIFs) (1.515 to 1.642) indicate no significant multicollinearity. The R- squared (0.858) and adjusted R-squared (0.851) for financial reporting quality suggest the model explains a substantial variance. Table 6. Path coefficients Constructs Coefficients Sample Mean Standard Dev. (STEVE) t-statistics P- values Detective Controls -> Fi- nancial Reporting Quality 0.408 0.408 0.072 5.631 0.000 Preventive Controls -> Financial Reporting Quality 0.067 0.079 0.081 0.830 0.407 Corrective Controls -> Financial Reporting Quality 0.585 0.570 0.073 7.966 0.000 S o u r c e : author’s computation using SmartPLS4. aCCounting Controls and quality of finanCial rEPorting… 5959 Table 6 presents the path coefficients obtained through bootstrapping, show- ing the impact of different accounting control mechanisms on financial report- ing quality. Corrective controls exhibit the strongest positive influence, with a coefficient of 0.585, a high t-statistic of 7.966, and a p-value of 0.000, signify- ing a significant and positive effect on improving the quality of financial report- ing. Similarly, detective controls display a positive and significant effect, with a coefficient of 0.408, a t-statistic of 5.631, and a p-value of 0.000, underscoring their critical role in enhancing reporting standards. On the other hand, preven- tive controls show a much weaker relationship, with a coefficient of 0.067, a low t-statistic of 0.830, and a p-value of 0.407, indicating that preventive controls do not have a statistically significant effect on financial reporting quality in this study. This suggests that corrective and detective controls are far more effec- tive in improving financial reporting quality than preventive measures. Discuss of FindingsDiscuss of Findings Prior research has consistently demonstrated that well-implemented account- ing controls mitigate fraud and error risk, thereby enhancing accountability and transparency in financial statements. This alignment underscores the im- portance of establishing and maintaining stringent internal control mecha- nisms within organizations. Firstly, the findings of this study reveal that detec- tive controls have a significant impact on the quality of financial reporting in microfinance banks, aligning with previous research by Salameh (2019), Ajao and Oluwadamilola (2020), Arisandi et al. (2022), Pangaribuan et al. (2023), Zakirova et al. (2023), Monteiro et al. (2023), Shareef et al. (2023), Maarouf et al. (2024) and Dominic (2024), all of whom found that detective controls en- hance organizational financial reporting quality. This consistent evidence im- plies that implementing robust detective controls allows microfinance banks to identify and address errors or inconsistencies in their financial reporting processes, thus improving transparency, accuracy, and reliability in financial statements. However, the findings indicate that preventive controls have no significant impact on the quality of financial reporting in microfinance banks. This sug- gests that preventive measures, designed to stop errors before they occur, may not be as effective in directly improving the accuracy or reliability of financial reporting in this sector. These results contrast with studies by Hu et al. (2021), Yusuf Alabi Olumoh6060 Zakariyau and Mustapha (2021), Kwanbo et al. (2023), and Pangaribuan et al. (2023), which found that preventive controls do play a significant role in en- hancing organizational financial reporting quality. Moreover, the findings reveal that corrective controls have a significant im- pact on the quality of financial reporting in microfinance banks. This suggests that corrective mechanisms, which address and rectify errors after they oc- cur, play a critical role in enhancing the accuracy, reliability, and overall qual- ity of financial reporting. These results are consistent with the findings of Ajao and Oluwadamilola (2020), Setyawan and Gamayuni (2020), Pangaribuan et al. (2023), and Muriithi and Oluoch (2024), who also concluded that corrective controls significantly improve organizational financial reporting quality. How- ever, this contrasts with the findings of Martinez and de-Jesus-Moraes (2024) and Jannah et al. (2024), who found that corrective controls had an insignifi- cant effect on financial reporting quality.  Conclusion  Conclusion The study emphasizes the vital role of accounting controls in ensuring the qual- ity and reliability of financial reporting in microfinance banks. The study con- cludes that the positive relationships observed between corrective and de- tective controls and financial reporting quality align with previous research, highlighting the effectiveness of these controls in detecting and correcting er- rors and fraud. However, a lack of a strong connection between preventive con- trols and the quality of financial reporting suggests that organizations should carefully consider the effectiveness of preventive measures in addressing ex- isting issues in financial reporting.  Acknowledgment Acknowledgment I acknowledge that this research was self-funded and did not receive any finan- cial support or grants from public, private, or non-profit institutions. The au- thor’s dedication and resources made this study possible. aCCounting Controls and quality of finanCial rEPorting… 6161  References References Abdullah, H.A. (2024). Measuring the Quality of Internal Control and its Impact on the Performance of the Banking Institutions. Technium Social Sciences Journal, 56(1), 221–237. https://doi.org/10.47577/tssj.v56i1.10846. Abdullahi, A., & Othman, A.H.A. (2021). Determinants of Financial Sustainability for Microfinance Institutions Lessons for Islamic Microfinance Banks in Nigeria. Turkish Journal of Islamic Economics, 8, 301–320. https://doi.org/10.26414/A2369. Abed, I.A., Hussin, N., Ali, M.A., Haddad, H., Shehadeh, M., & Hasan, E.F. (2022). Creative accounting determinants and financial reporting quality: a systematic literature review. Risks, 10(4), 76. https://doi.org/10.3390/risks10040076. Abitoye, O., Abdul, A.A., Babalola, F.I., Daraojimba, C., & Oriji, O. (2023). The role of technology in modernizing accounting education for Nigerian students–a re- view. International Journal of Management & Entrepreneurship Research, 5(12), 892–906. https://doi.org/10.51594/ijmer.v5i12.624. Adib, M., Zhang, X., Zaid, M.A.A., & Sahyouni, A. (2021). Management control system for corporate social responsibility implementation–a stakeholder perspective. Corporate Governance: The International Journal of Business in Society, 21(3), 410–432. https:// doi.org/10.1108/CG-06-2020-0247. Ajao, O.S., & Oluwadamilola, A.O. (2020). Internal control systems and quality of finan- cial reporting in the insurance industry in Nigeria. Journal of Finance and Accounting, 8(5), 212–220. https://doi.org/10.11648/J.JFA.20200805.12. Ajibola, I.M., Saheed, D.O., & Adedoyin, L. (2020). Impact of Microfinance Institutions on Financial Literacy in North Central Geo-Political Zone Nigeria. Copernican Journal of Finance & Accounting, 9(4), 9–25. https://doi.org/10.12775/CJFA.2020.019. Alabi, F.Z., & Abdulrasaq, M. (2021). Accounting system and financial reporting quality of microfinance banks in Kwara State, Nigeria. Nigerian Journal of Accounting and Finance, 13(1), 84–122. Alastal, A.Y.M., Ali, S.A., & Allaymoun, M. (2024). The role of internal control in enhanc- ing forensic accounting and fraud prevention. In A. Hamdan & A. Harraf (Eds.). Business Development via AI and digitalization (Studies in Systems, Decision and Control, Vol. 538). Springer, Cham. https://doi.org/10.1007/978-3-031-62102-4_78. Alonge, E.O., Dudu, O.F., & Alao, O.B. (2024). The impact of digital transformation on financial reporting and accountability in emerging markets. International Journal of Science and Technology Research Archive, 7(2), 025-049. https://doi.org/10.53771/ ijstra.2024.7.2.0061. Antwi, B.O., Adelakun, B.O., & Eziefule, A.O. (2024). Transforming Financial Reporting with AI: Enhancing Accuracy and Timeliness. International Journal of Advanced Economics, 6(6), 205–223. https://doi.org/10.51594/ijae.v6i6.1229. Arisandi, A., Islami, H.A., & Soeprajitno, R.R.W.N. (2022). Internal control disclosure and financial reporting quality: Evidence from banking sector in Indonesia. E-Jurnal Akuntansi, 32(2), 3797–3806. https://doi.org/10.24843/EJA.2022.v32.i02.p15. https://doi.org/10.3390/risks10040076 https://doi.org/10.11648/J.JFA.20200805.12 https://doi.org/10.12775/CJFA.2020.019 https://doi.org/10.1007/978-3-031-62102-4_78 https://doi.org/10.53771/ijstra.2024.7.2.0061 https://doi.org/10.53771/ijstra.2024.7.2.0061 https://doi.org/10.24843/EJA.2022.v32.i02.p15 Yusuf Alabi Olumoh6262 Dominic, M.E. (2024). Financial Accounting Controls and Financial Reporting Quality: An Empirical Analysis of Public Educational Agencies in Nigeria. African Journal of Accounting and Financial Research, 7(2), 104–120. https://doi.org/10.52589/ AJAFR-772Q4Z1A. Gotelaere, S., & Paoli, L. (2022). Prevention and control of financial fraud: A scop- ing review. European Journal on Criminal Policy and Research, 1–21. https://doi. org/10.1007/s10610-022-09532-8. Haerunnisa, H., Razak, L.A., & Muchran, M. (2024). The effect of the internal control sys- tem on the quality of financial reports at PT Perkebunan Nusantara XIV Makassar. International Journal of Economic Research and Financial Accounting, 2(2), 304–309. https://doi.org/10.55227/ijerfa.v2i2.52. Hamed, R. (2023). The role of internal control systems in ensuring financial perfor- mance sustainability. Sustainability, 15(13), 10206. https://doi.org/10.3390/ su151310206. Harjanto, K. (2023). The Analysis of Financial Reporting Quality and Firm Value. Copernican Journal of Finance & Accounting, 12(3), 27–41. https://doi.org/ 10.12775/CJFA.2023.014. Hu, J., Weng, Y.C., & Wang, F. (2021). The effect of the internal control regulation on reporting quality in China. Borsa Istanbul Review, 21(4), 394–404. https://doi. org/10.1016/j.bir.2020.12.006. Idowu, A., Adedipe, O.A., & Aderoju, A. (2019). Internal Control System and Corporate Survival in The Nigerian Banking Sector: The Mediatory Role of Ethical Climate. ACU Journal of Social and Management Sciences, 2(1). Idowu, M. A., Alonge, O., & Adebayo, O.A. (2024). The Impact of Credit Risk Management on Performance of Microfinance Banks in Akure, Ondo State. International Journal of Financial Research and Business Development, 6(7), 51–60. https://doi.org/10.70382/ mejfrbd.v6i7.004. Jannah, M., Hazmi, Y., Fitri, N.J., & Ashar, M.H. (2024). Internal Controls in the System Accounting Information. West Science Accounting and Finance, 2(02), 163–173. https://doi.org/10.58812/wsaf.v2i02.1064. Jensen, M.C., & Meckling, W.H. (1976). Theory of the firm: Managerial behavior, agency costs, and ownership structure. Journal of Financial Economics, 3(4), 305–360. https://doi.org/10.1016/0304-405X(76)90026-X. Koolma, R. (2024). The Ethical Voids of the Principal Agency and Stewardship Approach. In A.M. Olejarski, S.M. Neal (Eds.). Empowering Public Administrators. Routledge: New York. Krishnan, J., Krishnan, J., & Liang, S. (2020). Internal control and financial reporting quality of small firms: A comparative analysis of regulatory regimes. Review of Accounting and Finance, 19(2), 221–246. https://doi.org/10.1108/RAF-05-2018-0107. Kwanbo, M.L., Tanko, M., Baba, E.A., & Akanet, S. (2023). Financial reporting quality and control system: A mixed approach assessment. International Journal of Management, Finance and Accounting, 4(1), 1–21. https://doi.org/10.33093/ijomfa.2023.4.1.1. https://doi.org/10.3390/su151310206 https://doi.org/10.3390/su151310206 https://doi.org/10.12775/CJFA.2023.014 https://doi.org/10.12775/CJFA.2023.014 https://doi.org/10.1016/j.bir.2020.12.006 https://doi.org/10.1016/j.bir.2020.12.006 https://doi.org/10.70382/mejfrbd.v6i7.004 https://doi.org/10.70382/mejfrbd.v6i7.004 https://doi.org/10.1016/0304-405X(76)90026-X. https://doi.org/10.33093/ijomfa.2023.4.1.1 aCCounting Controls and quality of finanCial rEPorting… 6363 Lartey, P.Y., Akolgo, I.G., Jaladi, S.R., Ayeduvor, S., & Afriyie, S.O. (2023). Recent advances in internal control: Soft control overcoming the limits of hard con- trol. Frontiers in Management and Business, 4(1), 289–302. https://doi.org/10.25082/ FMB.2023.01.004. Lartey, P.Y., Kong, Y., Bah, F.B. M., Santosh, R.J., & Gumah, I.A. (2020). Determinants of internal control compliance in public organizations; using preventive, detective, corrective, and directive controls. International Journal of Public Administration, 43(8), 711–723. https://doi.org/10.1080/01900692.2019.1645689. Maarouf, N.N., Khoshro, O.M., & Amini, P. (2024). The effect of risk-based financial in- ternal controls on the transparency of financial reporting in the public sector of the Kurdistan region of Iraq. Governmental Accounting, 10(2), 109–124. https://doi. org/10.30473/GAA.2024.70012.1699. Madhavan, V., Venugopalan, M., Gupta, B., & Sisodia, G.S. (2023). Addressing agency problem in employee training: the role of goal congruence. Sustainability, 15(4), 3745. https://doi.org/10.3390/su15043745. Mahdi, S.A., Mahdi, S.A., Abbas, A.F., & Khatib, S.F.A. (2022). Financial reporting quality of financial institutions: A literature review. Cogent Business & Management, 9(1). https://doi.org/10.1080/23311975.2022.2135210. Manginte, S.Y. (2024). Fortifying Transparency: Enhancing Corporate Governance through Robust Internal Control Mechanisms. Advances in Management & Financial Reporting, 2(2), 72–84. https://doi.org/10.60079/amfr.v2i2.173. Martinez, A.L., & de Jesus Moraes, A. (2024). Determinants of Auditor Remuneration in Brazil’s Basic Infrastructure Sector: An Analysis of Companies Listed on B3. 4850152. http://dx.doi.org/10.2139/ssrn.4850152. Monteiro, A., Cepêda, C., Da Silva, A.C.F., & Vale, J. (2023). The relationship between AI adoption intensity and internal control system and accounting information quality. Systems, 11(11), 536. https://doi.org/10.3390/systems11110536. Muriithi, C.K., & Oluoch, O.J. (2024). Effect of Internal Control Systems on Financial Re- porting Lag among Listed Companies in the Nairobi Securities Exchange. International Journal of Social Science and Humanities Research (IJSSHR), 2(2), 147–158. https:// doi.org/10.61108/ijsshr.v2i2.103. Musa, D.M., Ajibade, B.A., Shogo, A.A., & Eo, O.T. (2023). Impact of Microfinance Banks Operation on Poverty Alleviation in Gombe State. International Journal of Financial Research and Business Development, 2(1), 101–116. Naboth-Odums, A., Abanyam, F.E., Edeh, N.I., & Abdulkadir, A. (2022). Procedural, Preventive, and Detective Control Measures Implemented by Administrative Officers for Effective Information Management in Colleges of Education in the South-South Region. Asia-Pacific Journal of Educational Management Research, 7(1). http://dx.doi. org/10.21742/ajemr.2022.7.1.01. Nguyen, T.N.L., Vu, T.K.A., & Bui, T.N. (2023). Impact of Internal Control on the Quality of Accounting Information at Enterprises Listed on the Stock Market in Vietnam. International Journal of Professional Business Review, 8(5). https://doi. org/10.26668/businessreview/2023.v8i5.1010. https://doi.org/10.1080/01900692.2019.1645689 https://doi.org/10.30473/gaa.2024.70012.1699 https://doi.org/10.1080/23311975.2022.2135210 https://doi.org/10.60079/amfr.v2i2.173 http://dx.doi.org/10.2139/ssrn.4850152 https://doi.org/10.3390/systems11110536 https://doi.org/10.61108/ijsshr.v2i2.103 https://doi.org/10.61108/ijsshr.v2i2.103 Yusuf Alabi Olumoh6464 Oppong, C., Atchulo, A.S., Dargaud Fofack, A., & Afonope, D.E. (2024). Internal control mechanisms and financial performance of Ghanaian banks: the moderating role of corporate governance. African Journal of Economic and Management Studies, 15(1), 88–103. https://doi.org/10.1108/AJEMS-03-2023-0101. Oshora, B., Fekete-Farkas, M., & Zeman, Z. (2020). Role of Microfinance Institutions in Financing Micro and Small Enterprises in Ethiopia. Copernican Journal of Finance & Accounting, 9(3), 115–130. https://doi.org/10.12775/CJFA.2020.015. Pangaribuan, H., Sunarsi, D., Santoso, A., Wahyuni, E.S., & Yoewono, H. (2023). Quality Of Financial Statement and the Factors That Influence It. Jurnal Akuntansi, 27(1), 176–196. https://doi.org/10.24912/ja.v27i1.1206. Pignatel, I., & Tchuigoua, H.T. (2020). Microfinance institutions and International Financial Reporting Standards: an exploratory analysis. Research in International Business and Finance, 54, 101309. https://doi.org/10.1016/j.ribaf.2020.101309. Rafiq, S., & Abdullah, H. (2023). The Effect of Applying Agency Theory Through Capital Structure upon Financial Performance Empirical Evidence from Industrial Firms Listed on the Iraqi Stock Exchange. https://doi.org/10.13140/RG.2.2.15776.05122. Rashid, C.A., & Sabir Jaf, R.A. (2023). The Role of Accounting Measurement and Disclosure of Social Capital in Improving Quality of Accounting Information. Interdisciplinary Journal of Management Studies (Formerly known as Iranian Journal of Management Studies), 16(4), 927–945. https://doi.org/10.22059/ijms.2023.343053.675103. Ryanto, K., & Tundjungsari, V. (2024). Standardization of Information Security Management in the Banking Sector using the ISO 27001: 2022 Framework. Journal La Multiapp, 5(4), 361–379. https://doi.org/10.37899/journallamultiapp.v5i4.1399. Sakinah, G., Desrinofifty, N.A., Ponirah, A., Murthado, T.R., & Nurhasanah, M. (2024). Quality of financial statements: The impact of accounting information systems and internal control systems. International Conference on Islamic Economics (ICIE), 1(1), 310–323. Salameh, R.S. (2019). What is the impact of the internal control system on the quality of financial statements in Jordan? Academy of Accounting and Financial Studies Journal, 23(5), 1–10. Sarstedt, M., Ringle, C.M., Hair, J.F. (2021). Partial Least Squares Structural Equation Modeling. In C. Homburg, M. Klarmann, A. Vomberg (Eds.). Handbook of Market Research. Springer, Cham. https://doi.org/10.1007/978-3-319-57413-4_15. Setyawan, W., & Gamayuni, R.R. (2020). The quality of financial reporting and internal control system before and after the implementation of E-budgeting in Indonesia lo- cal government. Asian Journal of Economics, Business and Accounting, 14(3), 22–31. https://doi.org/10.9734/ajeba/2020/v14i330194. Shareef, A.S., Younis, Z., & Al-sadia, H.J. (2023). Internal Control and Its Role In Inhancing Transparency: An Exploratory Study Of The Opinions Of a sample Of Auditors At The Northern Technical University. NTU Journal for Administrative and Human Sciences (JAHS), 3(3), 234–260. https://doi.org/10.56286/ntujahs.v3i3.366. Sun, Y., Hao, Q., Cui, C., Shan, Y., Zhao, W., Wang, D., Zhang, Z., & Guan, D. (2022). Emission accounting and drivers in East African countries. Applied Energy, 312, 118805. https://doi.org/10.1016/j.apenergy.2022.118805. https://doi.org/10.12775/CJFA.2020.015 https://doi.org/10.1016/j.ribaf.2020.101309 https://doi.org/10.56286/ntujahs.v3i3.366 aCCounting Controls and quality of finanCial rEPorting… 6565 Umar, G., Adam, O., Alhassan, D., Abdallah, A.S., & Nterful, J. (2024). Mediating role of political interest on effects of internal control systems on financial management in local government authorities in Ghana. Accounting Research Journal. https://doi. org/10.1108/ARJ-09-2023-0242. Vale, J., Amaral, J., Abrantes, L., Leal, C., & Silva, R. (2022). Management account- ing and control in higher education institutions: A systematic literature review. Administrative Sciences, 12(1), 14. https://doi.org/10.3390/admsci12010014. Xu, C., Liu, Y., & Pei, Z. (2023). Research on Legal Risk Identification, Causes, and Remedies for Prevention and Control in China’s Aquaculture Industry. Fishes, 8(11), 537. https://doi.org/10.3390/fishes8110537. Yang, D. (2024). Beyond Internal Control Over Financial Reporting: The Chinese Experience. London: Taylor & Francis. https://doi.org/10.4324/9781032697673. Yusuf, M., Dasawaty, E., Esra, M., Apriwenni, P., Meiden, C., & Fahlevi, M. (2024). Integrated reporting, corporate governance, and financial sustainability in Islamic banking. Uncertain Supply Chain Management, 12(1), 273–290. https://doi.org/10.5267/j. uscm.2023.9.022. Zakariyau, A.F., & Mustapha, A. (2021). Impact of Regulatory and Supervisory Framework on Financial Reporting Quality of Microfinance Banks in Kwara State, Nigeria. LAFIA Journal of Economics and Management Sciences, 6(1), 74–91. Zakirova, A., Klychova, G., Dyatlova, A., Khoruzhy, V.I., & Mavlieva, L. (2023). Development of methodological tools for internal control of financial accounting reporting. Vestnik of Kazan State Agrarian University, 18(2), 127–134. https://doi.org/10.12737/2073- 0462-2023-127-134. https://doi.org/10.3390/admsci12010014 https://doi.org/10.12737/2073-0462-2023-127-134 https://doi.org/10.12737/2073-0462-2023-127-134