Understanding the Influences of Financial Reporting, Corporate Disclosures and Financial Media on the Corporate Financial Information Environment

Lead Research Organisation: University of Manchester
Department Name: Manchester Business School

Abstract

The UK financial sector is a major driver of economic activity and transparent and effective financial communication is a key determinant of its success. Audited financial statements, unaudited corporate disclosures, and information signalled through corporate financial choices are the primary ways that firms communicate with capital market participants. These mechanisms, together with information from analysts, financial journalists, rating agencies and other market commentators external to the firm combine to form the Corporate Financial Information Environment (CFIE).

Narrative disclosures represent a large part of firms' overall financial communications with investors. Textual commentaries help to clarify issues obscured by complex accounting methods and footnote disclosures. In addition, narratives summarise corporate strategy, contextualize results, explain governance arrangements, describe corporate social responsibility policy, and provide forward looking information for investors.

We will study the causes and consequences of corporate disclosure and financial reporting outcomes. The determinants of financial reporting quality and the factors that influence the quality of information disclosed to investors beyond the financial statements are the main focal points of the proposed project.

While a considerable body of research exists on financial narratives, it has been limited by the methods used for measuring the characteristics of such disclosures. In particular, the need to hand-collect relevant data from firms' annual reports and the subjectivity of textual scoring methods have restricted progress. Recent advances in computing and linguistics provide a basis for undertaking more sophisticated analyses. This project brings together a multidisciplinary team with the aim of developing statistical and computer-based techniques for measuring the properties of UK corporate disclosures. In particular, we will develop new ways of measuring the quality and tone of company narratives using computer-based rankings of annual reports. Both the rankings and linguistic techniques on which these rankings are based will be made available to those seeking information on corporate disclosure policy or wishing to undertake their own analysis of specific narrative statements. We will also use the findings from our analysis as the basis for studying how managers communicate expectations of firm performance to investors and they seek to manipulate investors' impressions of reported results.

The project will also study how the CFIE is shaped by the actions of the financial media. Despite voluminous amounts of press commentary and published investment advice, the informativeness of financial media outputs and their impact on management behaviour have not been studied systematically. We aim to develop methods for measuring the content and informativeness of press commentaries, and then use these measures to examine how the financial media interacts with corporate reporting to determine the quality of the CFIE.

The majority of our analysis will be based on large samples of UK firms listed on the London Stock Exchange. We will use complex statistical modelling procedures to explore relations between key variables and to test our predictions. Our statistical tests will be supported by interviews with key stakeholder groups to help us better understand current financial communication issues and practices. Insights from these interviews will be used to refine our research questions and interpret our results.

The project is expected to yield important insights for business policy makers, accounting standard setting bodies and financial market information regulators. We also expect equity market participants including investors, investment analysts, finance directors, auditors, and firm officials to benefit from the research.

Planned Impact

As the main role of the CFIE is to ensure capital is efficiently allocated in the economy, the entire economy potentially benefits from research in this area.

Specific beneficiaries include finance directors, auditors and other firm officials responsible for corporate financial reporting and communication, investors in corporate securities and their advisors, financial regulators (The Financial Services Authority, the Dept BIS), and accounting policy makers (e.g., FRC, ASB,EFRAG and the International Accounting Standards Board).

For corporate users, the research will provide insights into the efficacy of alternative accounting and disclosure choices for firms' financial communications. How firms manage their reporting reputation through disclosure policy and accounting choices, and the extent to which reporting reputation affects the cost of capital and/or liquidity will be of particular interest to this group.

The project will also benefit users of corporate financial information. It will provide new evidence on the quality and reliability of firms' disclosure and accounting choices, and the factors that cause the quality of these two dimensions to vary across firms and over time. We will provide systematic evidence on how to read corporate disclosures, and how to identify disclosures that are more or less likely to be informative. Users will also have access to our online tools for the textual analysis of annual reports, other firm disclosures such as interim management statements, and financial media reports.

For accounting and finance regulators, we hope to show how a regulatory approach that co-ordinates policy across disclosure regulation and accounting standards can lead to superior outcomes than regulating these issues separately. We will aim to contribute to early policy thinking about the creation of a UK financial reporting laboratory (FRC 2011), and to two current projects of EFRAG (see enclosed letter of support).

Our dissemination plan includes a wide range of communication and engagement activities designed to inform academic and professional communities, the financial media, and policy makers. We will adopt a portfolio approach to promote user engagement and maximise research impact, including professionally-oriented publications, media coverage, seminars, presentations, and a project-specific website. We will target the research papers of the project at leading international journals, building on the team's strong track record of international peer reviewed publications.

We will organise two conferences to present the project work, and we will contribute to other events managed by the ICAEW. In 2012 the PI will give the P. D. Leake Lecture that will draw on themes developed in the project. A London conference, to be held at the ICAEW, will target academics, professionals and policy makers, and serve as a platform for communicating the project's objectives and discussing issues related to our research agenda. The Manchester capstone conference will present outputs to a similar audience.

The project will be part sponsored by the ICAEW, whom we will work with to ensure the work is widely distributed. We will produce an ICAEW research 'Briefing' that explains the implications of the research in a form that is accessible to accounting and finance professionals. We will also produce articles for a variety of well known user publications and financial media such as Accountancy, the Investors Chronicle, the Financial Times and the Economist. The academic partners' press offices and the ICAEW's media relations team have extensive experience of dissemination activities to non-academic audiences and we will utilise their experience and skills throughout the course of the project.

Publications

10 25 50
 
Description A. Creation of a publicly available web tool to permit large batch scoring of UK annual report narratives. Details of the web tool are available at: https://cfie.lancaster.ac.uk:8443/. Key features of the tool include its use of novel hybrid text analysis methods to detect UK annual report structure, count word frequencies, calculate readability and other quality metrics to score individual sections of the annual report such as strategy, performance, governance and remuneration. It also carefully distinguishes between the front end narratives, and the mandatory financial statements and notes. The tool links with the WMatrix corpus tool for further comparative language analysis (http://ucrel.lancs.ac.uk/wmatrix/). The tool has been used by the team to score the linguistic characteristics of the narratives in over 10,000 UK annual reports, spanning the period 2003 to 2013. These scores and reference corpus profiles are also being made publicly available. Paper (A1) outlines the computing methods we have used.

B. Large scale analysis of the cross-sectional variation, and variation over time in annual report narratives across several dimensions (B1). The first large scale analysis of the link between narrative disclosure and UK firm performance (B2). The first detailed empirical analysis of the development of disclosures relating to the business strategies of UK firms in their annual report narratives (B3). The first comprehensive index of narrative disclosure quality for a very large panel of UK listed companies and its relation to time series and cross section variation in the cost of equity capital (B4). New findings on the determinants and capital market effects of UK annual reporting quality (B5).

C. Significant progress on understanding and analysing the content and impact of other corporate disclosures relating to the financial performance of UK firms, including Interim Management Statements (C1), and Preliminary Earnings Announcements (PEAs). This body of work includes findings from interviewing key capital market stakeholders for their views on the relative timeliness of PEAs and Annual Report narratives, and the usefulness of Interim Management Statements (C2). The first paper comparing manual and computer-based content analysis of linguistic tonal and attribution bias in UK PEAs (C3).

D. Significant new research on understanding the causes and consequences of the quality of the corporate financial information environment. This includes: work on the interaction between investors' perceived credibility of forward-looking disclosures and earnings quality (D1); original work on earnings quality and earnings management for both US and UK firms ((D2) and (D3)); work on the interaction between company press releases and financial media articles in the USA (D4); and the creation of a novel, stock returns based, measure of asymmetry in the flow of good news versus bad news that is complementary to other measures of disclosure quality (D5). New work reviewing the policy relevance of research on accounting conservatism (D6).

Conferences in 2013 and 2014 brought together leading practitioners and international researchers to shape the "narratives" research agenda. Details of the conferences, published outputs and working papers are available on the project web-site at http://ucrel.lancs.ac.uk/cfie/. Individual items are coded (A1) to (D6) as above.
Exploitation Route Academics globally are very interested in large scale analyses of why narrative disclosure quality varies across firms, and why disclosure quality evolves over time. We have made such large scale research possible for economies outside the US where the annual report is the main vehicle for corporate narrative disclosures.
We are aware that Financial Reporting policy makers such as DBIS and the FRC are currently especially interested in how Annual narrative reporting practices are evolving, and we expect both the new data we have generated and the web tool we have produced to be used by one or more of these parties in the near future.
The work will also be of interest to investor relations, major accounting firms and other financial reporting specialists interested in bench-marking the practices of firms against each other. Individual companies are interested in comparing their own practices with the practices of other firms.
Investment analysts are also interested in how firms compare, and if there is anything unusual about one of the firms hey are following.
Sectors Digital/Communication/Information Technologies (including Software),Financial Services, and Management Consultancy

 
Description Used by Investor Relations Society for their annual award competition
First Year Of Impact 2015
Sector Financial Services, and Management Consultancy
Impact Types Economic

 
Title UK Annual Report Narrative Disclosure Scores 
Description In the CFIE project we analysed more than 10,000 annual reports. The analysis results in a spreadsheet and explanatory notes can be directly downloaded from the links below. The latest versions are from January 2016. These scores are made available under a Creative Commons Attribution NonCommercial ShareAlike 4.0 International licence. We also provide SAS code and instructions to help with matching firm names in UK annual reports with a commercial database. We acknowledge the help of Paulo Alves (palves@porto.ucp.pt) (Católica Porto Business School, Universidade Catolica Portuguesa, Portugal; International Centre for Research in Accounting, Lancaster University) in the creation of these instructions and the SAS code. This spreadsheet is also available from the UK Data Service. 
Type Of Material Database/Collection of data 
Year Produced 2015 
Provided To Others? Yes  
Impact See the impact described for the overall CFIE project. 
URL http://ucrel.lancs.ac.uk/cfie/annual-report-scores.php
 
Title UK Annual Report Sample Corpus 
Description We provide a sample of 1,000 UK annual report for research purposes that can be directly downloaded as a compressed file from the link below. 
Type Of Material Database/Collection of data 
Year Produced 2015 
Provided To Others? Yes  
Impact See the impact described for the overall project. 
URL http://ucrel.lancs.ac.uk/cfie/annual-report-corpus.php
 
Description Investor Relations Society 
Organisation The Investor Relations Society
Country United Kingdom 
Sector Private 
PI Contribution Use of CFI software to assist the annual awards judging panel.
Collaborator Contribution IRS supplies list of award nominees
Impact none
Start Year 2014
 
Description New Work for CFA on Executive Pay 
Organisation Chartered Financial Analyst
Country United States 
Sector Charity/Non Profit 
PI Contribution new work on executive pay structures for the CFA
Collaborator Contribution financial contribution, moral support, publicity
Impact https://www.cfauk.org/media-centre/cfa-uk-executive-remuneration-report-2016
Start Year 2015
 
Title CFIE Final Report Structure Extractor (FRSE) 
Description CFIE Final Report Structure Extractor (FRSE) is a free tool to detect structure and extract contents from UK Annual Reports (A desktop version of the CFIE-FRSE Web tool https://cfie.lancaster.ac.uk:8443/) http://ucrel.lancs.ac.uk/cfie/ For further information, see our blog post http://cass.lancs.ac.uk/?p=2219 
Type Of Technology Software 
Year Produced 2017 
Open Source License? Yes  
Impact The software has already been used to score the strategic content of around 10,000 UK annual reports. Initial findings were reported at: Vasiliki Athanasakou, Mahmoud El-Haj, Paul Rayson, Martin Walker, Steven Young (2014) Computer-based Analysis of the Strategic Content of UK Annual Report Narratives. American Accounting Association Annual Meeting, August 2-6, 2014, Atlanta, USA. 
URL https://github.com/drelhaj/CFIE-FRSE
 
Title ESRC/ICAEW Corporate Financial Information Environment (CFIE) WEB TOOL 
Description Web tool principally for electronic scoring of annual report files in PDF format. The tool can also be used to analyse HTML files. Contact Mahmoud El-Haj, for further assistance. 
Type Of Technology Webtool/Application 
Year Produced 2014 
Impact The software has already been used to score the strategic content of around 10,000 UK annual reports. Initial findings were reported at: Vasiliki Athanasakou, Mahmoud El-Haj, Paul Rayson, Martin Walker, Steven Young (2014) Computer-based Analysis of the Strategic Content of UK Annual Report Narratives. American Accounting Association Annual Meeting, August 2-6, 2014, Atlanta, USA. 
URL https://cfie.lancaster.ac.uk:8443/
 
Description 'Mind your language' on Global banking and finance review 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Media (as a channel to the public)
Results and Impact Increased awareness of the project and findings.

User engagement through media.
Year(s) Of Engagement Activity 2015
URL http://www.globalbankingandfinance.com/mind-your-language/
 
Description 4 presentaions to Financial Reporting Council 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact Invited presentations to the FRC who are interested in the research and its potential for application to policy.
Year(s) Of Engagement Activity 2015,2016
 
Description Analysing UK Annual Report Narratives using Text Analysis and Natural Language Processing. Invited talk at Glasgow University, IR Group - School of Computing Science 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Participants in your research and patient groups
Results and Impact Best practice sharing with research groups at Glasgow University.

Methods and techniques developed within the centre and collaboration are being adopted and shared across larger networks.
Year(s) Of Engagement Activity 2015
 
Description BAA Doctoral Colloquium, Plenary Session: analysing annual report narratives and introduction to software tool, University of Manchester. 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Postgraduate students
Results and Impact Best practice sharing with research groups at the University of Manchester.

Methods and techniques developed within the centre and collaboration are being adopted and shared across larger networks.
Year(s) Of Engagement Activity 2015
 
Description Computer-based Analysis of the Strategic Content of UK Annual Report Narratives. Lancaster University. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Best practice sharing with research groups at Lancaster University.

Methods and techniques developed within the centre and collaboration are being adopted and shared across larger networks.
Year(s) Of Engagement Activity 2015
 
Description DOES EQUITY ANALYST RESEARCH LACK RIGOUR AND OBJECTIVITY, obal Banking Finance Revew 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Publicity for one of our main publications
Year(s) Of Engagement Activity 2014
 
Description EAA PhD Forum: analysing annual report narratives and introduction to software tool, University of Glasgow 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Postgraduate students
Results and Impact Best practice sharing with research groups at Glasgow University.

Methods and techniques developed within the centre and collaboration are being adopted and shared across larger networks.
Year(s) Of Engagement Activity 2015
 
Description Financial Narrative Processing: a Corpus-based NLP approach at Language 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact The event celebrates 40 years of the Language and Computation (LAC) group: an interdisciplinary group created to foster interaction between researchers working on Computational Linguistics within the University of Essex.

There were 16 talks by Essex University alumnus and connections including Yorick Wilks, Patrick Hanks, Stephen Pulman and Anne de Roeck. http://lac.essex.ac.uk/2016-computationallinguistics40

The event was well organised and rich in terms of historical evidences on the beginning of Language and Computation. It was also of great interest to know about current work and state-of-the-art in CL, NLP and ML presented by the event attendances.
Year(s) Of Engagement Activity 2016
URL http://cass.lancs.ac.uk/?p=2036
 
Description Financial Reporting Council Academic Panel, invited paper: analysing annual report narratives, introduction to software tool, and preliminary results 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? Yes
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Introduction to software and discussion of preliminary results.

Methods and techniques developed within the centre and collaboration are being adopted and shared across larger networks.
Year(s) Of Engagement Activity 2015
 
Description How big data can give IR a sharper image. Paper in IR Magazine 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Article in IR Magazine citing our work
Year(s) Of Engagement Activity 2015
URL http://www.irmagazine.com/articles/other-technology/21120/how-big-data-can-give-ir-sharper-image/
 
Description Large-sample Analysis of U.K. Annual Report Narratives. Invited talk at Accounting and Finance division at Leeds University Business School. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Best practice sharing with research groups at Leeds University Business School.

Methods and techniques developed within the centre and collaboration are being adopted and shared across larger networks.
Year(s) Of Engagement Activity 2015
 
Description Large-sample Analysis of U.K. Annual Report Narratives: Methods and Evidence. Exeter University Business School. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Best practice sharing with research groups at Exeter University Business School.

Methods and techniques developed within the centre and collaboration are being adopted and shared across larger networks.
Year(s) Of Engagement Activity 2015
 
Description Large-sample Analysis of U.K. Annual Report Narratives: Methods and Evidence. Nottingham Trent University. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Best practice sharing with research groups at Nottingham Trent University.

Methods and techniques developed within the centre and collaboration are being adopted and shared across larger networks.
Year(s) Of Engagement Activity 2015
 
Description Large-sample Analysis of U.K. Annual Report Narratives: Methods and Evidence. University of Essex. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Best practice sharing with research groups at the University of Essex.

Methods and techniques developed within the centre and collaboration are being adopted and shared across larger networks.
Year(s) Of Engagement Activity 2015
 
Description PhD Training Session at Bangor Business School: Analysing Annual Report Narratives 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Postgraduate students
Results and Impact PhD students were trained in using corpus linguistic techniques to analyse annual reports.

Bangor students felt more able to adopt and employ these methods independently in their own work.
Year(s) Of Engagement Activity 2014
 
Description extensive media coverage of work on executive pay for the CFA 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact Many media outlets reported on our work including the Financial Times, The Guardian, The Times
Year(s) Of Engagement Activity 2017