The definition of pro forma key figures over time

Table of Contents

1 Introduction

2 Theoretical background and literature review

2.1 Definition of pro forma metrics

2.2 Intention, purpose, and critique of pro forma metrics

2.3 Regulatory framework of pro forma reporting

2.3.1 Regulatory framework in the United States

2.3.2 Regulatory framework in Germany

2.4 Review of German literature on pro forma reporting

2.5 Research gap and research questions

3 Empirical analysis of pro forma metrics

3.1 Sample description and sample selection process

3.2 Research design

3.3 Empirical results

3.3.1 Frequency of non-GAAP reporting across time and industries

3.3.2 Quality of the definition of pro forma metrics across time and industries

3.3.2.1 Type and labeling of pro forma metrics

3.3.2.1 Adjustments of pro forma metrics

3.3.2.3 Transparency of pro forma metrics

3.3.2.4 Conclusion of the quality discussion

3.3.3 Quantitative difference between GAAP and pro forma earnings

3.4 Limitations and future research possibilities

4 Conclusion

Research Objectives and Themes

This thesis investigates the prevalence, quality, and underlying motivations of voluntary non-GAAP reporting among DAX 40 companies in Germany from 2019 to 2023, assessing whether these measures serve informative communication needs or opportunistic earnings management strategies.

• Frequency analysis of pro forma reporting across different industry sectors and time periods.
• Evaluation of the qualitative characteristics of pro forma metrics, including naming conventions and adjustment patterns.
• Assessment of the transparency and traceability of reconciliation statements through a specialized quality index.
• Investigation into potential opportunistic motives by comparing GAAP and pro forma performance to meet financial benchmarks.

Excerpt from the Book

Summary of Chapters

1 Introduction: This chapter introduces the growing relevance of non-GAAP reporting in corporate communication and outlines the central research gap regarding German listed companies.

2 Theoretical background and literature review: This section defines pro forma metrics and explores the tension between informative and opportunistic motives using established accounting and control theories.

3 Empirical analysis of pro forma metrics: This main part details the quantitative content analysis of DAX 40 annual reports to evaluate reporting frequency, quality indices, and differences between GAAP and pro forma earnings.

4 Conclusion: The final chapter synthesizes the empirical findings, confirming the hybrid role of pro forma reporting as both a tool for transparency and a means for managing market perceptions.

Keywords

Pro forma metrics, non-GAAP reporting, annual reports, DAX 40, earnings management, transparency, reconciliation statement, corporate governance, agency theory, stakeholder theory, institutional theory, contingency theory, financial communication, performance measurement, accounting quality.

Frequently Asked Questions

What is the core focus of this research?

The work examines the definition and reporting quality of pro forma (non-GAAP) figures in the annual reports of German DAX 40 companies from 2019 to 2023.

What are the primary themes analyzed?

The research focuses on the frequency of reporting, the qualitative characteristics of the adjustments (naming and classification), the transparency of reconciliations, and the underlying managerial motives.

What is the main objective of this study?

The objective is to address a research gap in the German context by analyzing the frequency, quality, and motivation of non-GAAP reporting across various industries and time periods.

Which methodology is applied?

A quantitative content analysis of DAX 40 annual reports is conducted, using manually collected data categorized into defined quality and adjustment types, supplemented by regression analyses.

What does the main part cover?

The main part provides a comprehensive analysis of the sample, the research design, and empirical results including frequency distributions, reconciliation quality indices, and quantitative differences between GAAP and pro forma earnings.

Which keywords best describe the work?

Key concepts include pro forma metrics, non-GAAP reporting, earnings management, transparency, and reporting quality.

How is the "quality" of reporting defined in the study?

Reporting quality is assessed using a quality index based on the traceability and transparency of the reconciliation statements, distinguishing between four categories from "poor" to "good" reporting.

Does the industry sector influence reporting behavior?

Yes, the study finds discernible disparities across sectors; for instance, the Financials sector shows a notable scarcity of adjustments, suggesting more conservative reporting practices.