SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Machine Learning and Expert Judgement: Analyzing Emerging Topics in Accounting and Finance Research in the Asia–Pacific
11 references·15 citing·57 second hopsampled
Machine Learning and Expert Judgement: Analyzing Emerging Topics in Accounting and Finance Research in the Asia–Pacific (2019)Machine Learning and Expert Judgement: An…Conducting systematic literature reviews and bibliometric analyses (2019)Conducting systematic literat…Disruption of financial intermediation by FinTech: a review on crowdfunding and blockchain (2018)Disruption of financial inter…Determinants of forward-looking disclosures in integrated reporting (2018)Determinants of forward-looki…Does Integrated Reporting Matter to the Capital Market? (2017)Does Integrated Reporting Mat…Achieving the United Nations Sustainable Development Goals (2017)Achieving the United Nations …Integrated reporting: background, measurement issues, approaches and an agenda for future research (2016)Integrated reporting: backgro…Integrated Reporting: Insights, gaps and an agenda for future research (2014)Integrated Reporting: Insight…Identifying emerging topics in science and technology (2014)Identifying emerging topics i…Performance of global Islamic versus conventional share indices: International evidence (2013)Performance of global Islamic…Emerging technologies: quantitative identification and measurement (2010)Emerging technologies: quanti…Mapping topics and topic bursts in PNAS (2004)Mapping topics and topic burs…FinTech: a literature review of emerging financial technologies and applications (2025)FinTech: a literature review …Balancing human and machine coding: Evaluating the credibility and potential of topic modeling for open-ended survey responses (2025)Balancing human and machine c…Corporate governance characteristics and involvement in ESG activities: current trends and research directions (2024)Corporate governance characte…Who knows it better? Reassessing human qualitative analysis with text mining (2023)Who knows it better? Reassess…The tactician role of FinTech in the accounting and auditing field: a bibliometric analysis (2023)The tactician role of FinTech…Identifying Hot Information Security Topics Using LDA and Multivariate Mann-Kendall Test (2023)Identifying Hot Information S…Using Machine Learning and 10-K Filings to Measure Innovation (2022)Using Machine Learning and 10…Mission Accomplished? Reflecting on 60 Years of Business & Society (2022)Mission Accomplished? Reflect…Entity linking systems for literature reviews (2022)Entity linking systems for li…Corporate failure prediction: An evaluation of deep learning vs discrete hazard models (2021)Corporate failure prediction:…55 years of Abacus: Evolution of Research Streams and Future Research Directions (2021)55 years of Abacus: Evolution…Twenty years of the International Journal of Accounting Information Systems: A bibliometric analysis (2020)Twenty years of the Internati…Trends in environmental accounting research within and outside of the accounting discipline (2020)Trends in environmental accou…Sixty years of Accounting & Finance: a bibliometric analysis of major research themes and contributions (2020)Sixty years of Accounting & F…Interdisciplinary Research Maps: A new technique for visualizing research topics (2020)Interdisciplinary Research Ma…Networks of Scientific Papers (1965)An index to quantify an individual's scientific research output (2005)CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature (2005)Topic analysis and forecasting for science, technology and innovation: Methodology with a case study focusing on big data research (2016)Which Type of Citation Analysis Generates the Most Accurate Taxonomy of Scientific and Technical Knowledge? (2016)Structure and evolution of innovation research in the last 60 years: review and future trends in the field of business through the citations and co-citations analysis (2018)The Balanced Scorecard (1998)Cannibals with forks: the triple bottom line of 21st century business (1999)Introduction (2002)Corporate social responsibility research in accounting (2015)Integrated reporting: A structured literature review (2016)The economic consequences associated with integrated report quality: Capital market and real effects (2017)CAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK* (1964)The Valuation of Risk Assets and the Selection of Risky Investments in Stock Portfolios and Capital Budgets (1965)THE VALUATION OF RISK ASSETS AND THE SELECTION OF RISKY INVESTMENTS IN STOCK PORTFOLIOS AND CAPITAL BUDGETS**This paper is another in a series of interrelated theoretical and statistical studies of corporate financial and investment policies being made under grants from the Rockefeller Foundation, and more recently the Ford Foundation, to the Harvard Business School. The generous support for this work is most gratefully acknowledged. The author is also much indebted to his colleagues Professors Bishop, Christenson, Kahr, Raiffa, and (especially) Schlaifer, for extensive discussion and commentary on an earlier draft of this paper; but responsibility for any errors or imperfections remains strictly his own.[Professor Sharpe's paper, “Capital Asset Prices: A Theory of Market Equilibrium Under Conditions of Risk” (Journal of Finance, September 1964) appeared after this paper was in final form and on its way to the printers. My first section, which parallels the first half of his paper (with corresponding conclusions), sets the algebraic framework for sections II, III and VI, (which have no counterpart in his paper) and for section IV on the equilibrium prices of risk assets, concerning which our results differ significantly for reasons which will be explored elsewhere. Sharpe does not take up the capital budgeting problem developed in section V below.] (1975)Dynamic dependence of the global Islamic equity index with global conventional equity market indices and risk factors (2014)Islamic financial markets and global crises: Contagion or decoupling? (2016)Risk transmission between Islamic and conventional stock markets: A return and volatility spillover analysis (2017)The Structure of Scientific Revolutions (1963)Capitalism, Socialism and Democracy (1997)A bibliometric model for identifying emerging research topics (2017)Technological opportunity discovery for technological convergence based on the prediction of technology knowledge flow in a citation network (2018)Diffusion of Innovations 1 (2019)Emerging Technologies in K–12 Education: A Future HCI Research Agenda (2022)Corporate Disclosure Policy and Analyst Behavior. (1996)Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature (2001)Voluntary Nonfinancial Disclosure and the Cost of Equity Capital: The Initiation of Corporate Social Responsibility Reporting (2010)A critical reflection on the future of financial, intellectual capital, sustainability and integrated reporting (2017)The expansion of non-financial reporting: an exploratory study (2018)The Materiality Assessment and Stakeholder Engagement: A Content Analysis of Sustainability Reports (2019)Corporate Social and Financial Performance: A Meta-Analysis (2003)The economic implications of corporate financial reporting (2005)Enhancing Market Valuation of ESG Performance: Is Integrated Reporting Keeping its Promise? (2016)Environmental, social and governance disclosure, integrated reporting, and the accuracy of analyst forecasts (2016)Frontiers of justice: disability, nationality, species membership (2006)Development as Freedom (2009)Addressing the SDGs in sustainability reports: The relationship with institutional factors (2018)Transforming Our World: The 2030 Agenda for Sustainable Development (2018)New challenges for corporate sustainability reporting: United Nations' 2030 Agenda for sustainable development and the sustainable development goals (2020)Corporate ESG reporting quantity, quality and performance: Where to now for environmental policy and practice? (2021)Job Market Signaling (1973)Theory of the firm: Managerial behavior, agency costs and ownership structure (1976)Board characteristics and integrated reporting quality: an agency theory perspective (2019)Drivers of integrated reporting by state-owned enterprises in Europe: a longitudinal analysis (2020)Sustainable corporate governance and non-financial disclosure in Europe: does the gender diversity matter? (2021)Crowdfunding: Tapping the right crowd (2013)The dynamics of crowdfunding: An exploratory study (2013)Signaling in Equity Crowdfunding (2015)Sustainability in FinTechs: An Explanation through Business Model Scalability and Market Valuation (2020)FinTech as a Game Changer: Overview of Research Frontiers (2021)The role of digitalization in business and management: a systematic literature review (2023)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)bibliometrix : An R-tool for comprehensive science mapping analysis (2017)Sample Selection in Systematic Literature Reviews of Management Research (2021)Artificial intelligence and machine learning in finance: A bibliometric review (2022)How to design bibliometric research: an overview and a framework proposal (2024)
this work references cited by second hop· second hop is a sample of the most-cited connections

References

  • 2019Conducting systematic literature reviews and bibliometric analyses1,656 cited
  • 2017Achieving the United Nations Sustainable Development Goals1,026 cited
  • 2014Integrated Reporting: Insights, gaps and an agenda for future research863 cited
  • 2017Does Integrated Reporting Matter to the Capital Market?502 cited
  • 2016Integrated reporting: background, measurement issues, approaches and an agenda for future research402 cited
  • 2014Identifying emerging topics in science and technology379 cited
  • 2018Disruption of financial intermediation by FinTech: a review on crowdfunding and blockchain320 cited
  • 2013Performance of global Islamic versus conventional share indices: International evidence305 cited
  • 2018Determinants of forward-looking disclosures in integrated reporting268 cited
  • 2010Emerging technologies: quantitative identification and measurement244 cited
  • 2004Mapping topics and topic bursts in PNAS219 cited

Cited by

  • 2025FinTech: a literature review of emerging financial technologies and applications145 cited
  • 2020Trends in environmental accounting research within and outside of the accounting discipline105 cited
  • 2020Twenty years of the International Journal of Accounting Information Systems: A bibliometric analysis

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

61 cited
  • 2024Corporate governance characteristics and involvement in ESG activities: current trends and research directions39 cited
  • 2020Sixty years of Accounting & Finance: a bibliometric analysis of major research themes and contributions36 cited
  • 2021Corporate failure prediction: An evaluation of deep learning vs discrete hazard models32 cited
  • 2023The tactician role of FinTech in the accounting and auditing field: a bibliometric analysis30 cited
  • 2020Interdisciplinary Research Maps: A new technique for visualizing research topics21 cited
  • 2023Who knows it better? Reassessing human qualitative analysis with text mining15 cited
  • 202155 years of Abacus: Evolution of Research Streams and Future Research Directions14 cited
  • 2025Balancing human and machine coding: Evaluating the credibility and potential of topic modeling for open-ended survey responses13 cited
  • 2022Using Machine Learning and 10-K Filings to Measure Innovation11 cited
  • 2022Mission Accomplished? Reflecting on 60 Years of Business & Society10 cited
  • 2023Identifying Hot Information Security Topics Using LDA and Multivariate Mann-Kendall Test9 cited
  • 2022Entity linking systems for literature reviews8 cited