Journal of Financial Reporting and Accounting最新文献

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The implications of COVID-19 on ESG performance and financial reporting quality in Egypt COVID-19 对埃及环境、社会和公司治理绩效及财务报告质量的影响
IF 2.5
Journal of Financial Reporting and Accounting Pub Date : 2024-05-06 DOI: 10.1108/jfra-08-2023-0469
Engy ElHawary, Rasha Elbolok
{"title":"The implications of COVID-19 on ESG performance and financial reporting quality in Egypt","authors":"Engy ElHawary, Rasha Elbolok","doi":"10.1108/jfra-08-2023-0469","DOIUrl":"https://doi.org/10.1108/jfra-08-2023-0469","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>This examine the impact of environmental, social and governance (ESG) performance on financial reporting quality (FRQ) before and during COVID-19 in the Egyptian market.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>This study uses quarterly data from 2017 to 2021 to draw conclusions, with a sample consisting of 486 firm-year observations for 27 Egyptian companies listed on the Standard and Poor’s/Egyptian Stock Exchange ESG index. This study uses both firms’ ESG scores and the Beneish Model, an earnings detection model, as proxies for FRQ. COVID-19 effects on ESG performance and FRQ were examined by using Pearson’s correlation coefficient and two-stage least squares.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>COVID-19 has a significant impact on the link between ESG and FRQ. This implies that corporations with high ESG performance are less likely to manipulate earnings (having a low M-score) and thus provide high FRQ during the COVID-19 pandemic. Moreover, there is a significant positive relationship between firm size, leverage and M-Score, indicating that large firms typically present a high FRQ.</p><!--/ Abstract__block -->\u0000<h3>Research limitations/implications</h3>\u0000<p>The sample size and data availability are the main research limitations. Additionally, this study only considers the effects of firms’ ESG performance on FRQ during the COVID-19 pandemic. Thus, future research should consider other factors associated with investors’ corporate social responsibility (CSR).</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>This research has practical implications for market regulators seeking to establish a legislative framework and enhance guidance to mandate managers to provide ESG data and CSR reports appropriate for Egypt and other developing economies in times of crisis.</p><!--/ Abstract__block -->\u0000<h3>Social implications</h3>\u0000<p>Promoting the adoption of ESG practices in business, particularly during crises, has the potential to effectively provide high-quality and reliable financial reporting required for investment.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>This study aspires to address notable deficiencies in the pertinent literature concerning the relationship between ESG performance and FRQ during COVID-19. To the best of the authors’ knowledge, little is known about how ESG performance changes in response to pandemics in emerging markets. To address this gap, this study examines the effects of COVID-19 on the relationship between ESG performance and FRQ in Egyptian-listed firms from 2017 to 2021.</p><!--/ Abstract__block -->","PeriodicalId":15826,"journal":{"name":"Journal of Financial Reporting and Accounting","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2024-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140832660","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Does culture still matter post-IFRS? 国际财务报告准则》实施后,文化还重要吗?
IF 2.5
Journal of Financial Reporting and Accounting Pub Date : 2024-04-30 DOI: 10.1108/jfra-09-2023-0530
Yosra Makni Fourati, Mayssa Zalila, Ahmad Alqatan
{"title":"Does culture still matter post-IFRS?","authors":"Yosra Makni Fourati, Mayssa Zalila, Ahmad Alqatan","doi":"10.1108/jfra-09-2023-0530","DOIUrl":"https://doi.org/10.1108/jfra-09-2023-0530","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>This study aims to examine the impact of culture on earnings management after changing to International Financial Reporting Standards (IFRS).</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>The study’s sample selection comprises all publicly listed firms in 25 countries between 2000 and 2017 from DataStream database with cultural dimensions ratings from Hofstede <em>et al.</em> (2010). The initial sample contained 2,451 firms.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>This study provides evidence that the interaction between national culture and IFRS adoption remains influential in explaining differences in the magnitude of earnings management behavior across countries.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>This study higlights how IFRS and the cultural values interact with each other and affect earnings quality. In particular, the authors provide evidence on the relationship between individualism, uncertainty avoidance, power distance and masculinity of national culture and earnings management and, primarily, find that national culture significantly influences the decisions of managers after adopting IFRS.</p><!--/ Abstract__block -->","PeriodicalId":15826,"journal":{"name":"Journal of Financial Reporting and Accounting","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140803563","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unpacking sustainability reporting dimensions: the impact of board characteristics 解读可持续性报告的各个层面:董事会特征的影响
IF 2.5
Journal of Financial Reporting and Accounting Pub Date : 2024-04-25 DOI: 10.1108/jfra-09-2023-0568
Mohammad Alta’any, Ven Tauringana, Alaa Zalata, L. Achiro
{"title":"Unpacking sustainability reporting dimensions: the impact of board characteristics","authors":"Mohammad Alta’any, Ven Tauringana, Alaa Zalata, L. Achiro","doi":"10.1108/jfra-09-2023-0568","DOIUrl":"https://doi.org/10.1108/jfra-09-2023-0568","url":null,"abstract":"Purpose\u0000This paper aims to document international evidence of the impact of a board-level governance bundle [size, independence, CEO duality, gender diversity and sustainability committee (SC)] on sustainability reporting (SR) and, separately, on its three dimensions (economic, environmental and social).\u0000\u0000Design/methodology/approach\u0000The sample includes 370 listed firms from 50 countries. A GRI standards-based disclosure index was constructed to quantify SR across various reporting media.\u0000\u0000Findings\u0000The baseline findings show that SC positively affects SR and its three dimensions. Board size also has a significant and positive impact on SR and two of its dimensions (economic and social). Similarly, board independence and CEO duality have a significant but negative association with SR and the same two dimensions. Finally, board gender diversity has no significant impact on SR and all its three dimensions.\u0000\u0000Practical implications\u0000The findings that only SC significantly influences SR, and its three dimensions, have important implications for corporate governance reforms internationally to improve SR in countries where such committees are not yet part of the board of directors’ sub-committees.\u0000\u0000Originality/value\u0000Overall, this study contributes to board characteristics–SR literature and holds significant theoretical and practical implications.\u0000","PeriodicalId":15826,"journal":{"name":"Journal of Financial Reporting and Accounting","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2024-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140653621","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The moderating role of board gender diversity on the relationship between audit committee characteristics and financial performance: evidence from Egypt 董事会性别多样性对审计委员会特征与财务绩效之间关系的调节作用:来自埃及的证据
IF 2.5
Journal of Financial Reporting and Accounting Pub Date : 2024-04-24 DOI: 10.1108/jfra-12-2023-0746
Mohamed Moshreh Ali Ahmed, Dina Kamal Abd El Salam Ali Hassan, Nourhan Hesham Ahmed Magar
{"title":"The moderating role of board gender diversity on the relationship between audit committee characteristics and financial performance: evidence from Egypt","authors":"Mohamed Moshreh Ali Ahmed, Dina Kamal Abd El Salam Ali Hassan, Nourhan Hesham Ahmed Magar","doi":"10.1108/jfra-12-2023-0746","DOIUrl":"https://doi.org/10.1108/jfra-12-2023-0746","url":null,"abstract":"Purpose\u0000The purpose of this paper is to investigate whether audit committee characteristics, in particular audit committee size, audit committee activity and audit committee gender diversity, are associated with financial performance in Egyptian banks. The second purpose of this paper is to explore the moderating role of board gender diversity on the relationship between audit committee characteristics and financial performance.\u0000\u0000Design/methodology/approach\u0000A multiple regression analysis is used to estimate the moderating role of board gender diversity on the relationship between audit committee characteristics and financial performance of a sample of Egyptian banks during the period between 2018 and 2022.\u0000\u0000Findings\u0000The results indicate that audit committee size has a negative and insignificant effect impact on return on assets (ROA) and return on equity (ROE), respectively. The results also indicate that the audit committee gender diversity has a significant positive impact on ROA and ROE, respectively. Regarding audit committee activity, the number of board meetings has a negative and insignificant effect on ROA and ROE, respectively. Regarding gender diversity as a moderating variable, in general there is a positive effect of gender diversity on the relationship between audit committee characteristics and financial performance.\u0000\u0000Research limitations/implications\u0000The study was limited to 20 banks in one country, but it sets the tone for future empirical research on this subject matter. The study also relied on one moderating variable, which is board gender diversity. This study provides an avenue for future research in the area of corporate governance and financial performance in other emerging countries, especially other African countries.\u0000\u0000Practical implications\u0000This study provides useful insights for managers and policymakers to better understand which audit committee characteristics can best encourage a company to improve financial performance. Furthermore, regulators should ensure that banks strictly adhere to corporate governance principles to build a strong banking industry capable of achieving economic development.\u0000\u0000Social implications\u0000Banks will benefit equally from valuable qualities across demographic groupings in society by having females on the audit committee and appropriate audit committee meetings. Additionally, if audit committee members are correctly selected, banks with more females in audit committee and suitable audit committee meetings can successfully contribute to strengthening financial performance and social welfare of diverse segments of society. A culture of good banking governance must emerge to improve bank financial stability and, as a result, greater stability and economic growth.\u0000\u0000Originality/value\u0000To the best of the authors’ knowledge, the study is, perhaps, the first to examine the moderating role of board gender diversity on the relationship between audit committee characteristics and financial performance in","PeriodicalId":15826,"journal":{"name":"Journal of Financial Reporting and Accounting","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2024-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140660685","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Does CSR award affect sustainability assurance levels? 企业社会责任奖是否会影响可持续性保证水平?
IF 2.5
Journal of Financial Reporting and Accounting Pub Date : 2024-04-17 DOI: 10.1108/jfra-07-2023-0403
Mabrouka Ben Mohamed, Emna Klibi, Salma Damak
{"title":"Does CSR award affect sustainability assurance levels?","authors":"Mabrouka Ben Mohamed, Emna Klibi, Salma Damak","doi":"10.1108/jfra-07-2023-0403","DOIUrl":"https://doi.org/10.1108/jfra-07-2023-0403","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>This study aims to examine the relationship between corporate social responsibility (CSR) award and sustainability assurance levels for the French CAC 40 companies.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>A sample of 57 French companies in the CAC 40 index corresponding to 448 observations was analyzed between 2008 and 2020 using an ordinal regression.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>The main results conclude that the inclusion in the Dow Jones Sustainability Index World, the CSR award and the introduction of the Grenelle 2 law have a significant influence on sustainability assurance levels. However, incentive compensation does not appear to be relevant to explain sustainability assurance levels.</p><!--/ Abstract__block -->\u0000<h3>Research limitations/implications</h3>\u0000<p>The present study focuses on a sample, limited to companies belonging to the CAC 40 index. To enhance the understanding of sustainability assurance levels, this research may include other global sustainability indices, such as the MSCI World and the FTSE4Good World, in the CSR awards.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>This study could be useful for audit practitioners, leading them to reconsider their evaluation methods and take into account CSR incentives for a more objective analysis. Regulators should investigate the current CSR issues to improve CSR disclosure standards. Finally, these findings could motivate other researchers to expand the scope of the research to diverse contexts.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>This study helps fill the gap existing in sustainability assurance literature by highlighting the relationship between CSR rewards and sustainability assurance levels.</p><!--/ Abstract__block -->","PeriodicalId":15826,"journal":{"name":"Journal of Financial Reporting and Accounting","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2024-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140565887","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Does audit quality moderate the relationship between financial statements readability and stock price crash risk? 审计质量能否缓和财务报表可读性与股价暴跌风险之间的关系?
IF 2.5
Journal of Financial Reporting and Accounting Pub Date : 2024-04-17 DOI: 10.1108/jfra-10-2023-0581
Bahaa Saleeb Agaiby Bakhiet
{"title":"Does audit quality moderate the relationship between financial statements readability and stock price crash risk?","authors":"Bahaa Saleeb Agaiby Bakhiet","doi":"10.1108/jfra-10-2023-0581","DOIUrl":"https://doi.org/10.1108/jfra-10-2023-0581","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>This study aims to examine the correlation between the readability of financial statements and the likelihood of future stock price crashes in nonfinancial companies listed on the Egyptian Stock Exchange. It further explores the possible moderating effect of audit quality on this relationship.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>The study uses ordinary least squares regression, generalized least squares estimation and two-stage least squares methodology to examine and validate the research hypotheses. The sample comprises 107 nonfinancial companies registered on the Egyptian Stock Exchange from 2016 to 2019.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>The results reveal a significant negative association between the readability of financial statements and stock price crash risk. This suggests that companies with more complex financial statements tend to experience higher future crash risks. Additionally, the study identifies audit quality as a significant moderating factor. Higher audit quality, often indicated by engagements with Big-4 audit firms, strengthens the influence of financial statements readability on stock price crash risk. This implies that while high audit quality enhances investor confidence and market stability, it also accentuates the negative consequences of complex financial statements.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>The findings of this paper have significant implications for regulators and standard-setting bodies in Egypt. They should consider refining and revising existing standards to emphasize the importance of enhancing the readability of financial reports. Additionally, auditing firms should actively engage in efforts to ensure clearer and more transparent financial reporting. These actions are vital for boosting investor confidence, strengthening Egypt’s capital market and mitigating potential risks associated with information opacity and complexity.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>This study represents a pioneering endeavor within the Arab and Egyptian financial environments. To the best of the author’s knowledge, it is the first examination of the association between the readability of financial statements and stock price crash risk in these contexts. Furthermore, it explores factors such as audit quality that may influence this connection.</p><!--/ Abstract__block -->","PeriodicalId":15826,"journal":{"name":"Journal of Financial Reporting and Accounting","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2024-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140565743","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Accounting background and cross-membership effects on investment efficiency in Islamic banks: a study of Islamic Supervisory Board members 会计背景和交叉成员资格对伊斯兰银行投资效率的影响:对伊斯兰监事会成员的研究
IF 2.5
Journal of Financial Reporting and Accounting Pub Date : 2024-04-16 DOI: 10.1108/jfra-07-2023-0429
Yani Permatasari, Suham Cahyono, Amalia Rizki, Nurul Fitriani, Khairul Anuar Kamarudin
{"title":"Accounting background and cross-membership effects on investment efficiency in Islamic banks: a study of Islamic Supervisory Board members","authors":"Yani Permatasari, Suham Cahyono, Amalia Rizki, Nurul Fitriani, Khairul Anuar Kamarudin","doi":"10.1108/jfra-07-2023-0429","DOIUrl":"https://doi.org/10.1108/jfra-07-2023-0429","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>This study aims to examine the joint effect of accounting background and cross-membership of Islamic Supervisory Board (ISB) members on bank investment efficiency.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>This study uses data collected from 36 Islamic banks across 15 countries globally, spanning the period from 2012 to 2021. This research uses an ordinary least squares regression and a comprehensive set of endogeneity and robustness tests.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>The findings show a negative relationship between the accounting background of ISB members and investment efficiency. However, when ISB members with accounting backgrounds also have ISB cross-memberships, the banks exhibit high investment efficiency. These results suggest that ISB cross-membership plays a crucial role in facilitating Islamic banks’ access to timely information on investment opportunities. This enables ISB members with accounting expertise to thoroughly assess the benefits and risks associated with their investment prospects. These findings imply that ISB members with accounting backgrounds and cross-memberships have greater motivation and thoughtful considerations for making better investment decisions. Consequently, Islamic banks are better positioned to undertake high profitable investment projects, which enhance their investment efficiency.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>The current study holds immense value for Islamic bank management in their selection of ISB members who possess an accounting background and cross-membership.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>This study delves into a comprehensive investigation of the proficiency, underlying principles and unique characteristics exhibited by ISB members with an accounting background. Moreover, this study acknowledges the burgeoning global prominence of Islamic banks.</p><!--/ Abstract__block -->","PeriodicalId":15826,"journal":{"name":"Journal of Financial Reporting and Accounting","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2024-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140565740","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of board characteristics on integrated reporting: evidence from South Asian countries 董事会特征对综合报告的影响:南亚国家的证据
IF 2.5
Journal of Financial Reporting and Accounting Pub Date : 2024-04-16 DOI: 10.1108/jfra-07-2023-0363
Raihan Sobhan, Md Rasel Mia
{"title":"Impact of board characteristics on integrated reporting: evidence from South Asian countries","authors":"Raihan Sobhan, Md Rasel Mia","doi":"10.1108/jfra-07-2023-0363","DOIUrl":"https://doi.org/10.1108/jfra-07-2023-0363","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>The purpose of this study is to observe the practice of integrated reporting (IR) and investigate the impact of board characteristics on IR in three South Asian economies: Bangladesh, India and Sri Lanka.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>The study uses the content analysis approach to measure the integrated reporting index (IRI) based on a structured checklist. To examine the impact of board characteristics (board size, board independence and gender diversity) on IRI, a multivariate analysis using pooled ordinary least square with panel-corrected standard error (PCSE) model has been conducted.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>The content analysis findings show that the disclosure practice of IR is highest in India, followed by Sri Lanka and Bangladesh. The regression result indicates that all the proxies of board characteristics have a positive and significant impact on IRI.</p><!--/ Abstract__block -->\u0000<h3>Research limitations/implications</h3>\u0000<p>The study’s outcomes may not be generalised for every region due to the differences in institutional contexts.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>The findings of this study will assist the policymakers in understanding the importance of effective boards in enhancing the IR practice in their respective countries where the adoption of IR is still a voluntary requirement.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>To the best of the authors’ knowledge, this is the first study in the field of existing literature to conduct a comparative analysis of IR practice among three South Asian countries. It shows how an effective board improves IR practice using a broader institutional context by underpinning the agency theory and legitimacy theory.</p><!--/ Abstract__block -->","PeriodicalId":15826,"journal":{"name":"Journal of Financial Reporting and Accounting","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2024-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140565759","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identifying the limitations associated with machine learning techniques in performing accounting tasks 识别机器学习技术在执行会计任务时的局限性
IF 2.5
Journal of Financial Reporting and Accounting Pub Date : 2024-04-16 DOI: 10.1108/jfra-05-2023-0280
Liezl Smith, Christiaan Lamprecht
{"title":"Identifying the limitations associated with machine learning techniques in performing accounting tasks","authors":"Liezl Smith, Christiaan Lamprecht","doi":"10.1108/jfra-05-2023-0280","DOIUrl":"https://doi.org/10.1108/jfra-05-2023-0280","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>In a virtual interconnected digital space, the metaverse encompasses various virtual environments where people can interact, including engaging in business activities. Machine learning (ML) is a strategic technology that enables digital transformation to the metaverse, and it is becoming a more prevalent driver of business performance and reporting on performance. However, ML has limitations, and using the technology in business processes, such as accounting, poses a technology governance failure risk. To address this risk, decision makers and those tasked to govern these technologies must understand where the technology fits into the business process and consider its limitations to enable a governed transition to the metaverse. Using selected accounting processes, this study aims to describe the limitations that ML techniques pose to ensure the quality of financial information.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>A grounded theory literature review method, consisting of five iterative stages, was used to identify the accounting tasks that ML could perform in the respective accounting processes, describe the ML techniques that could be applied to each accounting task and identify the limitations associated with the individual techniques.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>This study finds that limitations such as data availability and training time may impact the quality of the financial information and that ML techniques and their limitations must be clearly understood when developing and implementing technology governance measures.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>The study contributes to the growing literature on enterprise information and technology management and governance. In this study, the authors integrated current ML knowledge into an accounting context. As accounting is a pervasive aspect of business, the insights from this study will benefit decision makers and those tasked to govern these technologies to understand how some processes are more likely to be affected by certain limitations and how this may impact the accounting objectives. It will also benefit those users hoping to exploit the advantages of ML in their accounting processes while understanding the specific technology limitations on an accounting task level.</p><!--/ Abstract__block -->","PeriodicalId":15826,"journal":{"name":"Journal of Financial Reporting and Accounting","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2024-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140565764","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Online customer experience in Indian digital banks impacting continuous intention usage: Generation Y and Z perspective 印度数字银行影响持续使用意向的在线客户体验:从Y世代和Z世代的角度看问题
IF 2.5
Journal of Financial Reporting and Accounting Pub Date : 2024-04-16 DOI: 10.1108/jfra-11-2023-0638
Puneett Bhatnagr, Anupama Rajesh
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