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Assessing the carbon footprint of the agriculture, forestry, and fishing industry of Australia 评估澳大利亚农业、林业和渔业的碳足迹
IF 4.5 4区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-07-25 DOI: 10.1108/sampj-08-2023-0610
Soheil Kazemian, Rashid Zaman, Mohammad Iranmanesh, Zuraidah Mohd Sanusi

Purpose

This study examines the carbon emissions of Australia’s agriculture, forestry and fishing sectors from a consumption perspective to develop effective policy frameworks. The objective is to identify key supply chains, industries and products contributing to these emissions and provide recommendations for sustainable development.

Design/methodology/approach

A multiregional input-output lifecycle assessment was conducted using the Australian Industrial Ecology Virtual Laboratory (IELab) platform to disaggregate sectors and enable benchmarking against other economic sectors.

Findings

In 2018, the “agriculture, forestry, and fishing” sector was responsible for 12.15% of Australia’s carbon footprint. Major contributors included the “electricity, gas, water, and waste” category (26.1%) and the sector’s activities (24.3%). The “transport, postal, and warehousing” sector also contributed 18.4%. Within the industry, the agriculture subsector had the highest impact (71.3%), followed by forestry and logging (15%) and fishing, hunting and trapping (7.6%). Aquaculture and supporting services contributed 6.1%.

Research limitations/implications

The principal constraint encountered by the present study pertained to the availability of up-to-date data. The latest accessible data for quantifying the carbon footprint within Australia’s agriculture, forestry and fishing sector, utilizing the Input-Output analysis methodology through the Australian Industrial Ecology Virtual Laboratory (IELab) platform, about 2018.

Practical implications

The findings of this study provide policymakers with detailed insights into the carbon footprints of key sectors, highlighting the contributions from each subsector. This information can be directly used to develop effective emission-reduction policies, with a focus on reducing emissions in utility services, transport and warehousing.

Social implications

The study, by raising public awareness of the significant role of industrial agricultural methods in Australia’s carbon footprint and emphasizing the importance of renewable energy and sustainable fuels for electricity generation and road transport, underscores the urgent need for action to mitigate climate change.

Originality/value

This study stands out by not only identifying the most impactful industries but also by providing specific strategies to reduce their emissions. It offers a comprehensive breakdown of specific agricultural activities and outlines mitigation strategies for utility services, agricultural operations and transport, thereby adding a unique perspective to the existing knowledge.

目的 本研究从消费角度研究澳大利亚农业、林业和渔业部门的碳排放量,以制定有效的政策框架。设计/方法/途径利用澳大利亚工业生态虚拟实验室(IELab)平台开展了一项多区域投入产出生命周期评估,以对各部门进行分类,并与其他经济部门进行基准比较。研究结果2018年,"农业、林业和渔业 "部门占澳大利亚碳足迹的12.15%。主要贡献者包括 "电力、天然气、水和废物 "类别(26.1%)和该部门的活动(24.3%)。运输、邮政和仓储 "部门也占 18.4%。在工业中,农业分部门的影响最大(71.3%),其次是林业和伐木业(15%)以及渔业、狩猎和捕猎业(7.6%)。本研究遇到的主要制约因素是缺乏最新数据。通过澳大利亚工业生态虚拟实验室(IELab)平台,利用投入产出分析方法对澳大利亚农业、林业和渔业部门的碳足迹进行量化,可获得的最新数据约为 2018 年的数据。实际意义本研究的结果为政策制定者提供了有关关键部门碳足迹的详细见解,突出了各子部门的贡献。社会意义本研究通过提高公众对工业化农业方法在澳大利亚碳足迹中的重要作用的认识,强调可再生能源和可持续燃料在发电和公路运输中的重要性,强调了采取行动减缓气候变化的迫切需要。原创性/价值本研究的突出之处在于,它不仅确定了影响最大的行业,还提供了减少这些行业排放的具体策略。它对具体的农业活动进行了全面细分,并概述了公用事业服务、农业经营和运输的减排战略,从而为现有知识增添了一个独特的视角。
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引用次数: 0
Sustainable development, economic policy uncertainty and tax risk 可持续发展、经济政策的不确定性和税收风险
IF 4.5 4区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-07-23 DOI: 10.1108/sampj-11-2023-0803
Wanyi Chen, Fanli Meng

Purpose

Unpredictable economic landscapes have led to a continuous escalation in global economic policy uncertainty (EPU). Improving risk management and sustainability in an environment with high macro risk is critical for business development. This study aims to explore the impact of corporate sustainable development on corporate tax risk.

Design/methodology/approach

After using a sample of companies that were A-share listed on the Shanghai and Shenzhen stock exchanges from 2011 to 2021, this paper applies ordinary least squares and a moderate effect model.

Findings

Better environmental, social and governance (ESG) performance can weaken corporate tax risk by improving green innovation capability, reputation and information transparency. Meanwhile, the restraining effect of ESG on tax risk was more significant amid high EPU. These impacts were amplified amid higher market competition, lower tax supervision and a lower degree of corporate digital transformation.

Practical implications

The findings emphasize the need for the government to establish a healthy business and tax environment so that enterprises can improve sustainable development and increase their risk management abilities, especially post-COVID-19.

Social implications

This study guides enterprises and the entirety of society to in paying attention to and promoting ESG practices, which can enhance enterprise tax management.

Originality/value

This study expands the research on the economic consequences of sustainable development and the factors influencing corporate tax risk and EPU.

目的 不可预测的经济形势导致全球经济政策不确定性(EPU)不断升级。在宏观风险高企的环境下,加强风险管理和可持续发展对企业发展至关重要。本文以 2011 年至 2021 年沪深交易所 A 股上市公司为样本,采用普通最小二乘法和中等效应模型,探讨企业可持续发展对企业税务风险的影响。研究结果更好的环境、社会和治理(ESG)绩效可以通过提高绿色创新能力、声誉和信息透明度来削弱企业税务风险。同时,ESG 对税务风险的抑制作用在高 EPU 时更为显著。社会意义本研究引导企业和全社会关注并推广 ESG 实践,从而加强企业税务管理。原创性/价值本研究拓展了可持续发展的经济后果以及企业税务风险和 EPU 影响因素的研究。
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引用次数: 0
Accounting information systems and organizational performance in the cloud computing era: evidence from SMEs 云计算时代的会计信息系统与组织绩效:来自中小企业的证据
IF 4.5 4区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-07-23 DOI: 10.1108/sampj-01-2024-0044
Hien Vo Van, Malik Abu Afifa, Isam Saleh

Purpose

This study aims to investigate whether cloud-based accounting information system (AIS) usage contributes to AIS effectiveness, with firm size acting as a moderator. Furthermore, the role of AIS effectiveness as a mediator in the relationship between cloud-based AIS usage and organizational performance (OP) is further evaluated. In this context, the study is a bridge to show that small and medium-sized enterprises (SMEs) try to apply cloud accounting to improve profitability, thereby funding more social-environmental activities on the path to sustainability.

Design/methodology/approach

The study conducted an online survey of chief accountants in Vietnam’s SMEs. Data from 193 responses were gathered and analyzed using partial least squares structural equation modeling.

Findings

The findings show that cloud-based AIS usage considerably contributes to AIS effectiveness and OP and that AIS effectiveness has a beneficial influence on OP. Furthermore, the study shows that firm size moderates the relationship between cloud-based AIS usage and AIS effectiveness. Further findings show that cloud-based AIS usage influences OP via AIS effectiveness.

Practical implications

The findings of this study expand the existing body of knowledge on cloud-based AIS usage and benefit managers when formulating their business information models. In practice, SMEs need to increase the use of cloud-based AIS to better manage AIS. Enhancing profitability through cloud accounting also determines the ability to finance sustainability activities in SMEs.

Social implications

One of the practical values of this study is the impact on Vietnam’s socioeconomic growth and sustainability. With cloud-based AIS, SMEs may enhance information and system quality, boost system usage frequency, gain satisfaction and increase performance. Furthermore, the comprehensiveness of AIS from cloud-based AIS usage is also a condition for SMEs to enhance accountability for social-environmental information in future sustainable reporting. These advantages improve the efficiency of strategic decision-making, hence increasing SMEs’ competitiveness and social-environmental performance. These benefits will work directly or indirectly toward fostering broader socioeconomic and environmental sustainability in developing economies.

Originality/value

To open a bright perspective of cloud-based AIS usage for AIS effectiveness as well as OP in SMEs toward sustainability in a developing economy, the authors conducted an exploratory study because this topic is quite new in these firms, especially in a developing economy such as Vietnam. These discoveries partly support SMEs to quickly achieve sustainable development goals in the future.

目的 本研究旨在探讨基于云的会计信息系统(AIS)的使用是否有助于提高 AIS 的有效性,而公司规模则是调节因素。此外,本研究还进一步评估了云会计信息系统的有效性在云会计信息系统的使用与组织绩效(OP)之间的中介作用。在此背景下,本研究是一座桥梁,表明中小型企业(SMEs)尝试应用云会计来提高盈利能力,从而在可持续发展的道路上资助更多的社会环境活动。设计/方法/途径本研究对越南中小型企业的总会计师进行了在线调查。研究结果研究结果表明,基于云的 AIS 的使用大大促进了 AIS 的有效性和 OP,AIS 的有效性对 OP 有有利影响。此外,研究还表明,企业规模调节了基于云的 AIS 使用情况与 AIS 有效性之间的关系。本研究的结果扩展了现有的关于云计算 AIS 使用情况的知识体系,有利于管理者制定其商业信息模型。在实践中,中小企业需要更多地使用基于云的 AIS,以更好地管理 AIS。社会意义本研究的实用价值之一是对越南社会经济增长和可持续发展的影响。通过云会计信息系统,中小企业可以提高信息和系统质量,增加系统使用频率,获得满意度并提高绩效。此外,使用云计算 AIS 所带来的 AIS 的全面性也是中小企业在未来可持续报告中加强社会环境信息责任的一个条件。这些优势提高了战略决策的效率,从而增强了中小企业的竞争力和社会环境绩效。这些优势将直接或间接地促进发展中经济体更广泛的社会经济和环境的可持续发展。原创性/价值为了给发展中经济体的中小企业使用基于云的 AIS 提高 AIS 的有效性和可持续发展能力开辟一个广阔的前景,作者进行了一项探索性研究,因为这一课题在这些企业中是相当新的,尤其是在越南这样的发展中经济体。这些发现在一定程度上有助于中小企业在未来快速实现可持续发展目标。
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引用次数: 0
Trends, shifts and future prospects of sustainable finance research: a bibliometric analysis 可持续金融研究的趋势、转变和未来前景:文献计量分析
IF 4.5 4区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-07-22 DOI: 10.1108/sampj-06-2022-0340
Gohar Ayaz, Muhammad Zahid

Purpose

This study aims to highlight the key aspects of sustainable finance using bibliometric analysis of the relevant literature extracted from two separate databases, Scopus and Dimensions.ai. The present study contributes towards the achievement of sustainable development by providing directions to align financial decision-making with different sustainability aspects.

Design/methodology/approach

The author conducted bibliometric analysis for 1,220 articles from Scopus and 1,437 publications from Dimensions.ai. The most frequently occurring terms in sustainable finance research are explored and visualised using the VOSviewer.

Findings

Bibliometric findings revealed a dynamic evolution of research focus over time. The social component dominated from 2012 to 2016, however a shift to environmental and climate change considerations is noticed from 2016 to 2020. Recent studies (2020–2022) exhibited heightened attention to green finance and renewable energy. Overlay visualisations highlighted similar trends in both databases, indicating a contemporary emphasis on green finance.

Research limitations/implications

This study enriches theoretical discourse by mapping the trajectory of sustainable finance research, contributing to a deeper understanding of its evolution.

Practical implications

Insights from this study guide researchers and practitioners in identifying trends, that can help the integration of green finance principles into corporate strategies.

Social implications

Findings also raise awareness among stakeholders, and help facilitate socially responsible corporate cultures and informed policymaking.

Originality/value

The originality of this study lies in its comprehensive bibliometric analysis of sustainable finance research in management studies, drawing data from two major databases and spanning over three decades.

目的本研究旨在通过对 Scopus 和 Dimensions.ai 两个数据库中提取的相关文献进行文献计量分析,突出可持续金融的关键方面。作者对 Scopus 中的 1,220 篇文章和 Dimensions.ai 中的 1,437 篇出版物进行了文献计量分析。使用 VOSviewer 对可持续金融研究中最常出现的术语进行了探索和可视化。研究结果文献计量学研究结果显示,随着时间的推移,研究重点发生了动态演变。从 2012 年到 2016 年,社会因素占主导地位,但从 2016 年到 2020 年,研究重点开始转向环境和气候变化因素。近期的研究(2020-2022 年)显示出对绿色金融和可再生能源的高度关注。研究局限/意义本研究通过绘制可持续金融研究的轨迹,丰富了理论论述,有助于加深对其演变的理解。社会意义研究结果还提高了利益相关者的意识,有助于促进具有社会责任感的企业文化和知情决策。原创性/价值本研究的原创性在于它对管理研究中的可持续金融研究进行了全面的文献计量分析,数据来自两个主要数据库,时间跨度超过三十年。
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引用次数: 0
Balancing people, planet and profit: export strategies for sustainable value creation 平衡人类、地球和利润:创造可持续价值的出口战略
IF 4.5 4区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-07-22 DOI: 10.1108/sampj-09-2023-0687
Luis Filipe Lages, Graça Miranda Silva, Ana Isabel Canhoto, Luis F. Martinez, Sara Jahanmir

Purpose

Businesses are increasingly called upon to support the improvement of society and the environment, and one way to do so is by expanding into international markets, particularly through exports. Despite the importance and recognised challenges of a global approach to sustainable value creation, sustainability research tends to focus on domestic contexts. This paper aims to identify the boundary conditions linking sustainable value creation practices with firm performance in the international context.

Design/methodology/approach

The authors merge the sustainable value creation and the international marketing literature to develop two propositions that capture the emerging nature of the field and the lack of concluding evidence regarding the link between international sustainable value creation practices and firm performance. The authors test these propositions empirically by analysing 519 responses to a survey of exporting firms in Portugal, using fuzzy-set qualitative comparative analysis.

Findings

The authors identify seven configurations that support sustainable value creation in an international context. These consist of varying levels of standardised and tailored offers, management experience and competitive intensity.

Practical implications

The identification of seven different configurations helps managers decide whether and how to innovate when pursuing sustainable value creation opportunities in international markets.

Social implications

The authors propose that an effective way for governments to achieve national and transnational social and environmental agendas is to help businesses that pursue sustainable value creation to succeed in international markets. Given that four of the seven pathways to improve export performance that the authors identified require international management experience, the authors posit that an effective way to support the internationalisation of those businesses is through targeted training programmes and knowledge-sharing initiatives.

Originality/value

The authors respond to calls for research to integrate the sustainable value creation and the international marketing literatures, to identify how and when firms can create sustainable value creation in an international context and thus support the resolution of global, social and environmental problems. The finding that there are multiple configurations that support this goal explains why empirical evidence collected thus far is inconclusive and helps identify the boundary conditions of existing theory.

目的 企业越来越多地被要求支持社会和环境的改善,而实现这一目标的途径之一就是拓展国际市场,特别是通过出口。尽管全球可持续价值创造方法的重要性和公认的挑战,可持续发展研究往往侧重于国内环境。本文旨在确定在国际背景下将可持续价值创造实践与公司业绩联系起来的边界条件。作者将可持续价值创造与国际市场营销文献合并,提出了两个命题,这两个命题抓住了该领域的新兴性质,以及在国际可持续价值创造实践与公司业绩之间的联系方面缺乏结论性证据的问题。作者采用模糊集定性比较分析法,对葡萄牙出口企业调查的 519 份答复进行了分析,从而对这些命题进行了实证检验。社会影响作者提出,政府实现国家和跨国社会与环境议程的有效途径是帮助追求可持续价值创造的企业在国际市场上取得成功。作者指出,在提高出口绩效的七种途径中,有四种需要国际管理经验,因此作者认为,支持这些企业国际化的有效方法是开展有针对性的培训计划和知识共享活动。原创性/价值作者响应了将可持续价值创造与国际营销文献结合起来进行研究的呼吁,以确定企业如何以及何时能够在国际背景下创造可持续价值创造,从而为解决全球、社会和环境问题提供支持。研究发现,有多种配置可以支持这一目标,这就解释了为什么迄今为止收集到的经验证据没有定论,并有助于确定现有理论的边界条件。
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引用次数: 0
Can financial markets help attain carbon goals? Evidence from systematic literature review, bibliometric analysis and topic modelling 金融市场能否帮助实现碳目标?来自系统文献回顾、文献计量分析和主题建模的证据
IF 4.5 4区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-07-19 DOI: 10.1108/sampj-05-2023-0319
Gaurav Dawar, Ramji Nagariya, Shivangi Bhatia, Deepika Dhingra, Monika Agrawal, Pankaj Dhaundiyal

Purpose

This paper presents a conceptual framework based on an extensive literature review. The aim of this study is to deepen understanding of the relationship between carbon performance and the financial market by applying qualitative research approaches.

Design/methodology/approach

The investigation has identified 372 articles sourced from Scopus databases, subjecting the bibliographic data to a comprehensive qualitative–quantitative analysis. The research uses established protocols for a structured literature review, adhering to PRISMA guidelines, machine learning-based structural topic modelling using Python and bibliometric citation analysis.

Findings

The results identified the leading academic authors, institutions and countries concerning carbon performance and financial markets literature. Quantitative studies dominate this research theme. The study has identified six knowledge clusters using topic modelling related to environmental reporting; price drivers of carbon markets; environmental policy and capital markets; financial development and carbon emissions; carbon risk and financial markets; and environmental performance and firm value. The results of the study also present the opportunities associated with carbon performance and the financial market and propose future research agendas on research through theory, characteristics, context and methodology.

Practical implications

The results of the study offer insights to practitioners, researchers and academicians regarding scientific development, intricate relationships and the complexities involved in the intersection of carbon performance and financial markets. For policymakers, a better understanding of carbon performance and financial markets will contribute to designing policies to set up priorities for countering carbon emissions.

Social implications

The study highlights the critical areas that require attention to limit greenhouse gas emissions and promote decarbonisation effectively. Policymakers can leverage these insights to develop targeted and evidence-based policies that facilitate the transition to a more sustainable and low-carbon economy.

Originality/value

The study initially attempts to discuss the research stream on carbon performance and financial markets literature from a systematic literature review.

目的 本文在广泛的文献综述基础上提出了一个概念框架。本研究旨在通过采用定性研究方法,加深对碳绩效与金融市场之间关系的理解。本调查从 Scopus 数据库中确定了 372 篇文章,并对书目数据进行了全面的定性-定量分析。研究采用了结构化文献综述的既定规程,遵守了 PRISMA 准则,使用 Python 进行了基于机器学习的结构化主题建模,并进行了文献计量学引文分析。定量研究在这一研究主题中占主导地位。研究利用主题建模确定了六个知识集群,分别涉及环境报告、碳市场的价格驱动因素、环境政策与资本市场、金融发展与碳排放、碳风险与金融市场以及环境绩效与公司价值。研究结果还提出了与碳绩效和金融市场相关的机遇,并通过理论、特征、背景和方法提出了未来的研究议程。研究结果为从业人员、研究人员和学者提供了有关科学发展、错综复杂的关系以及碳绩效和金融市场交叉点所涉及的复杂性的见解。对政策制定者而言,更好地了解碳排放绩效和金融市场将有助于制定政策,确定应对碳排放的优先事项。 社会影响该研究强调了限制温室气体排放和有效促进去碳化需要关注的关键领域。政策制定者可以利用这些见解制定有针对性的循证政策,促进向更可持续的低碳经济过渡。原创性/价值本研究最初试图通过系统的文献综述来讨论碳绩效和金融市场文献的研究流。
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引用次数: 0
The co-evolution of sustainable finance stakeholders under the EU taxonomy for sustainable activities: an exploratory study of Irish disclosure experiences 欧盟可持续活动分类法下可持续金融利益相关者的共同演变:对爱尔兰披露经验的探索性研究
IF 5.2 4区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-07-18 DOI: 10.1108/sampj-11-2023-0842
Dylan Kirby, Cormac Hugh MacMahon, Sandra Thompson
PurposeIn pursuit of objectives, under the European Green Deal, to channel capital flows to sustainable activities, the EU Taxonomy offers clarity, labelling real economic activities as “sustainable”, based on technical screening criteria. This study of disclosure experiences aims to explore the role of co-evolutionary relationships in the Taxonomy’s effectiveness.Design/methodology/approachCo-evolution theory implies a dynamic interplay among sustainable finance stakeholders (SFSs), through adjustment to, impact on and operationalisation of the Taxonomy. Corporate disclosure experiences, including those of financial institutions and related SFS experiences, may reveal co-evolutionary processes. With significant Undertakings for Collective Investment in Transferable Securities (UCITS) and Alternative Investment Funds (AIFs), Irish SFSs provide contextual insight. Semi-structured interviews with a purposive sample of Irish SFSs capture inaugural corporate Taxonomy disclosure experiences.FindingsA thematic analysis reveals six co-evolutionary processes that facilitate Taxonomy implementation in pursuit of policy objectives: [1] cross-functional reporting; [2] iterative pre-empting and addressing compliance issues; [3] regulation as a catalyst for co-evolution; [4] advanced capacity building; [5] stakeholder adaptation and [6] graduated use of ESG data. Implications for sustainability policy development and management are significant.Practical implicationsWhilst limited to just one EU jurisdiction, given limited prior empirical evidence for sustainable finance regulations from co-evolutionary perspectives, this study highlights a catalytic, yet precautionary role for co-evolution in their transformation effectiveness. As such, they must take account of their potential to stimulate co-evolution and to nurture it in pursuit of their policy objectives.Social implicationsThe findings of this study add to a small, but growing body of academic literature on the Taxonomy Regulation, which suggests that a co-evolutionary lens is important for gaining a comprehensive understanding of its early-stage dynamics. From an implementation perspective, the qualitative data reveals actionable implications for regulators and policymakers, such as building capacity, better anticipation of outcomes and investment in data infrastructure.Originality/valueUnlike existing analyses of disclosures, this study offers a co-evolutionary lens on Taxonomy contributions to sustainable development through qualitative accounts.
目的 为实现欧洲绿色交易的目标,引导资本流向可持续活动,欧盟分类标准提供了清晰度,根据技术筛选标准将实体经济活动标记为 "可持续"。这项关于信息披露经验的研究旨在探索共同演化关系在分类标准有效性中的作用。设计/方法/途径共同演化理论意味着可持续金融利益相关者(SFSs)之间通过对分类标准的调整、影响和操作进行动态的相互作用。企业披露经验,包括金融机构的披露经验和可持续金融利益相关者的相关经验,可能会揭示共同演化过程。爱尔兰的可转让证券集体投资基金 (UCITS) 和另类投资基金 (AIF) 规模庞大,爱尔兰的 SFS 可为我们提供深入的背景信息。专题分析揭示了六个共同演进过程,这些过程促进了《分类标准》的实施,以实现政策目标:[1] 跨职能报告;[2] 反复预防和解决合规问题;[3] 监管作为共同发展的催化剂;[4] 先进的能力建设;[5] 利益相关者的适应;[6] 逐步使用 ESG 数据。本研究对可持续发展政策的制定和管理具有重要意义。实践意义虽然本研究仅限于欧盟的一个司法管辖区,但由于之前从共同演化的角度对可持续金融监管的经验证据有限,本研究强调了共同演化在其转型有效性中的催化剂作用,但同时也具有预防作用。因此,这些法规必须考虑到其激发共同演化的潜力,并在追求政策目标的过程中培育共同演化。 社会影响本研究的发现为有关《分类法规》的少量但不断增加的学术文献增添了新的内容,这些文献表明,共同演化的视角对于全面了解其早期动态非常重要。从实施的角度来看,定性数据揭示了对监管者和政策制定者的可操作性影响,例如能力建设、更好地预测结果以及对数据基础设施的投资。原创性/价值与现有的信息披露分析不同,本研究通过定性叙述提供了一个共同演化的视角,说明《分类标准》对可持续发展的贡献。
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引用次数: 0
Uncovering corporate greenwashing: a predictive model based on Chinese heavy-pollution industries 揭示企业绿色清洗:基于中国重污染行业的预测模型
IF 5.2 4区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-07-17 DOI: 10.1108/sampj-11-2023-0813
Qiang Li, Zichun He, Huaxia Li
PurposeAs the global emphasis on environmental consciousness intensifies, many corporations claim to be environmentally responsible. However, some merely partake in “greenwashing” – a facade of eco-responsibility. Such deceptive behavior is especially prevalent in Chinese heavy-pollution industries. To counter these deceptive practices, this study aims to use machine learning (ML) techniques to develop predictive models against corporate greenwashing, thus facilitating the sustainable development of corporations.Design/methodology/approachThis study develops effective predictive models for greenwashing by integrating multifaceted data sets, which include corporate external, organizational and managerial characteristics, and using a range of ML algorithms, namely, linear regression, random forest, K-nearest neighbors, support vector machines and artificial neural network.FindingsThe proposed predictive models register an improvement of over 20% in prediction accuracy compared to the benchmark value, furnishing stakeholders with a robust tool to challenge corporate greenwashing behaviors. Further analysis of feature importance, industry-specific predictions and real-world validation enhances the model’s interpretability and its practical applications across different domains.Practical implicationsThis research introduces an innovative ML-based model designed to predict greenwashing activities within Chinese heavy-pollution sectors. It holds potential for application in other emerging economies, serving as a practical tool for both academics and practitioners.Social implicationsThe findings offer insights for crafting informed, data-driven policies to curb greenwashing and promote corporate responsibility, transparency and sustainable development.Originality/valueWhile prior research mainly concentrated on the factors influencing greenwashing behavior, this study takes a proactive approach. It aims to forecast the extent of corporate greenwashing by using a range of multi-dimensional variables, thus providing enhanced value to stakeholders. To the best of the authors’ knowledge, this is the first study introducing ML-based models designed to predict a company’s level of greenwashing.
目的 随着全球对环保意识的日益重视,许多公司都声称自己对环境负责。然而,有些企业只是在进行 "洗绿"--装点生态责任的门面。这种欺骗行为在中国的重污染行业尤为普遍。为了应对这些欺骗行为,本研究旨在利用机器学习(ML)技术开发针对企业 "洗绿 "行为的预测模型,从而促进企业的可持续发展。 本研究通过整合包括企业外部特征、组织特征和管理特征在内的多方面数据集,并使用一系列 ML 算法(即线性回归、随机森林、K-近邻、支持向量机和人工神经网络),开发了针对 "洗绿 "行为的有效预测模型。研究结果与基准值相比,所提出的预测模型的预测准确率提高了 20% 以上,为利益相关者质疑企业的绿色清洗行为提供了强有力的工具。对特征重要性、特定行业预测和实际验证的进一步分析,增强了模型的可解释性及其在不同领域的实际应用。 实际意义这项研究引入了一个基于 ML 的创新模型,旨在预测中国重污染行业的绿色清洗活动。社会意义研究结果为制定明智的、数据驱动的政策提供了启示,以遏制 "洗绿 "行为,促进企业责任、透明度和可持续发展。原创性/价值以往的研究主要集中在影响 "洗绿 "行为的因素上,而本研究则采取了积极主动的方法。它旨在通过一系列多维变量来预测企业 "洗绿 "的程度,从而为利益相关者提供更高的价值。据作者所知,这是第一项引入基于 ML 的模型来预测公司 "洗绿 "程度的研究。
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引用次数: 0
Board gender diversity and accounting conservatism: the role of corporate social responsibility 董事会性别多样性与会计保守主义:企业社会责任的作用
IF 4.5 4区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-07-10 DOI: 10.1108/sampj-11-2023-0835
Hussain Muhammad, Francesco Paolone, Stefania Migliori

Purpose

This paper aims to provide deeper insights into the relationship between board gender diversity (BGD) and accounting conservatism by exploring the mediating role of corporate social responsibility (CSR) underlying this relationship.

Design/methodology/approach

The authors sample 10,252 firm-year observations from 932 publicly listed firms in 15 European countries over the 2010–2020 period. The authors conduct several models for panel data, applying mediation mechanisms, the Heckman two-stage model and the generalized method of moments and instrumental variable regressions to test the research hypotheses and account for endogeneity problems as well as unobservable heterogeneity.

Findings

Based on an integrated theoretical framework that draws insights from agency, resource dependence and stakeholder theories, the authors establish a positive and significant relationship between BGD and accounting conservatism, which is significantly mediated by CSR. The authors provide empirical evidence for the prior inconsistent results on the gender diversity-conservative accounting link and suggest that BGD promotes effective corporate governance and enhances CSR performance, which in turn, leads to higher conservatism in financial reporting.

Practical implications

The findings have important implications for regulators, policymakers and managers in understanding the drivers to ensure and control the quality of financial reporting. The results alert firms to the need to focus not only on the importance of BGD but also on CSR activities to ensure higher earnings reporting quality.

Social implications

The results are significant in encouraging a higher presence of women on corporate boards, enhancing CSR performance and drawing social attention to mitigating earnings management practices through higher conservatism in financial reporting.

Originality/value

This paper recognized a gap in the literature not yet examined and contributed to the body of knowledge through the mediating role of CSR in the relationship between gender diversity and accounting conservatism.

目的 本文旨在通过探讨企业社会责任(CSR)在这一关系中的中介作用,深入探讨董事会性别多元化(BGD)与会计保守主义之间的关系。作者运用中介机制、赫克曼两阶段模型、广义矩量法和工具变量回归法建立了多个面板数据模型,以检验研究假设,并考虑内生性问题和不可观测的异质性。研究结果作者基于一个综合理论框架,从代理理论、资源依赖理论和利益相关者理论中汲取灵感,在 BGD 与会计保守主义之间建立了显著的正相关关系,而企业社会责任在很大程度上起到了中介作用。作者为之前关于性别多样性与会计保守主义之间联系的不一致结果提供了经验证据,并认为性别多样性促进了有效的公司治理,提高了企业社会责任绩效,而这反过来又导致了财务报告中更高的保守主义。社会意义研究结果对于鼓励更多女性进入公司董事会、提高企业社会责任绩效以及吸引社会关注通过提高财务报告的保守性来减少收益管理做法具有重要意义。原创性/价值本文通过研究企业社会责任在性别多样性与会计保守主义之间关系中的中介作用,发现了文献中尚未研究的空白,并为知识体系做出了贡献。
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引用次数: 0
Sustainable infrastructure development in sub-nations of Nigeria: what alternative financing options are open amidst constrained budget? 尼日利亚国家以下各级的可持续基础设施发展:在预算紧张的情况下,有哪些其他融资方案?
IF 4.5 4区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-06-25 DOI: 10.1108/sampj-02-2023-0054
Jude Chidiebere Anago

Purpose

This paper aims to examine the alternative financing available for sustainable infrastructure development in Nigeria’s sub-nations. Specifically, the study question is: what financial vehicles do sub-nations seek most, and what are the underlying reasons for their preferences?

Design/methodology/approach

The study used a two-round Delphi method, using a questionnaire to gather data from high-ranking government officials in states that have localised sustainable development projects in Nigeria.

Findings

Results show that fundamental to sub-national sustainable infrastructure projects are federal allocations, pension funds, private equity, bonds and concessionary grants. Sub-nationals prefer these options, especially the emphasis on private equity, and the concessional funding through catalytic or blended finance because of their relatively lower or below-market interest rates.

Practical implications

The practical significance of this study is that the state’s policymakers can now identify appropriate strategies that enhance the shift towards these sustainable financing options, which will serve as a key catalyst in their 2030 and beyond vision to accelerate their state's infrastructure climate complaint. Equally, investors possessing funds with such attributes will gain an understanding of a prospective market within Nigeria’s sub-nation.

Social implications

This study aims to improve the development of sustainable infrastructure in Nigeria’s sub-nations, which would have a beneficial effect on society by mitigating the effects of climate change.

Originality/value

The recommendations of this study can contribute to the development of innovative financial models for sub-national infrastructure development, thereby reducing reliance on revenue generated from fossil fuels.

目的 本文旨在研究尼日利亚次国家可用于可持续基础设施发展的其他融资方式。具体来说,研究的问题是:次国家最寻求的金融工具是什么,它们偏好的根本原因是什么?研究采用了两轮德尔菲法,通过问卷调查的方式从尼日利亚拥有本地化可持续发展项目的各州高级政府官员那里收集数据。本研究的实际意义在于,各州的决策者现在可以确定适当的战略,加强向这些可持续融资方案的转变,这将成为其 2030 年及以后愿景的关键催化剂,以加快本州的基础设施气候投诉。社会影响本研究旨在改善尼日利亚次国家可持续基础设施的发展,这将通过减轻气候变化的影响对社会产生有益的影响。原创性/价值本研究的建议有助于为次国家基础设施发展开发创新的金融模式,从而减少对化石燃料收入的依赖。
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引用次数: 0
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