Alternative data in investment decision-making – Complete Phd and Masters Thesis

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Introduction

The use of alternative data in investment decision-making has gained significant interest in recent years, as investors seek to gain a competitive advantage in the financial markets. Alternative data refers to non-traditional datasets that are used to gain insights into investment opportunities, trends, and risks that may not be captured by traditional financial data sources. This thesis aims to explore the role of alternative data in investment decision-making and its impact on investment performance.

Chapter 1: Introduction
1.1 Introduction
1.2 Background of study
1.3 Problem Statement
1.4 Objective of study
1.5 Limitation of study
1.6 Scope of study
1.7 Significance of study
1.8 Structure of the Thesis
1.9 Definition of terms

Chapter 2: Literature Review
2.1 Overview of alternative data in investment decision-making
2.2 Types of alternative data sources
2.3 Benefits of using alternative data in investment decision-making
2.4 Challenges of using alternative data in investment decision-making
2.5 Role of technology in leveraging alternative data
2.6 Regulatory considerations for using alternative data
2.7 Case studies on the use of alternative data in investment decision-making
2.8 Academic research on alternative data in investment decision-making
2.9 Current trends and future outlook for alternative data in investment decision-making
2.10 Summary of key findings in the literature review

Chapter 3: Research Methodology
3.1 Research design
3.2 Data collection methods
3.3 Sample selection
3.4 Data analysis techniques
3.5 Ethical considerations
3.6 Validity and reliability of data
3.7 Limitations of the research methodology
3.8 Strengths of the research methodology

Chapter 4: Discussion of Findings
4.1 Analysis of the impact of alternative data on investment decision-making
4.2 Comparison of traditional financial data with alternative data
4.3 Case studies on successful implementation of alternative data strategies
4.4 Challenges faced by investors in using alternative data
4.5 Opportunities for further research in alternative data in investment decision-making
4.6 Implications for investment professionals and organizations
4.7 Recommendations for using alternative data in investment decision-making

Chapter 5: Conclusion and Summary
5.1 Summary of key findings
5.2 Contributions to the field of investment decision-making
5.3 Implications for practice
5.4 Recommendations for future research
5.5 Conclusion

Thesis Overview on Alternative Data in Investment Decision-Making

Alternative data, also known as unstructured or non-traditional data, has gained popularity among investors and financial professionals in recent years. This type of data includes a wide range of sources such as social media, satellite imagery, credit card transactions, and web scraping, among others. The use of alternative data in investment decision-making has the potential to provide unique insights and competitive advantages to investors, allowing them to make more informed decisions and potentially outperform the market.

The research in this thesis will focus on exploring the role of alternative data in investment decision-making and its impact on investment performance. The literature review will provide an overview of the types of alternative data sources available, the benefits and challenges of using alternative data, the role of technology in leveraging alternative data, and the regulatory considerations for using alternative data.

The research methodology will outline the research design, data collection methods, sample selection, data analysis techniques, ethical considerations, and the validity and reliability of data. The discussion of findings will analyze the impact of alternative data on investment decision-making, compare traditional financial data with alternative data, present case studies on successful implementation of alternative data strategies, and highlight challenges faced by investors in using alternative data.

The conclusion and summary chapter will provide a summary of key findings, contributions to the field of investment decision-making, implications for practice, recommendations for future research, and a final conclusion on the role of alternative data in investment decision-making. This thesis aims to provide valuable insights into the use of alternative data in investment decision-making and offer recommendations for investment professionals and organizations looking to leverage alternative data for better decision-making and enhanced investment performance.

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