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The purpose of this study is to analyse and compile the literature on various option pricing models (OPM) or methodologies. The report highlights the gaps in the existing literature review and builds recommendations for potential scholars interested in the subject area.

In this study, the researchers used a systematic literature review procedure to collect data from Scopus. Bibliometric and structured network analyses were used to examine the bibliometric properties of 864 research documents.

As per the findings of the study, publication in the field has been increasing at a rate of 6% on average. This study also includes a list of the most influential and productive researchers, frequently used keywords and primary publications in this subject area. In particular, Thematic map and Sankey’s diagram for conceptual structure and for intellectual structure co-citation analysis and bibliographic coupling were used.

Based on the conclusion presented in this paper, there are several potential implications for research, practice and society.

This study provides useful insights for future research in the area of OPM in financial derivatives. Researchers can focus on impactful authors, significant work and productive countries and identify potential collaborators. The study also highlights the commonly used OPMs and emerging themes like machine learning and deep neural network models, which can inform practitioners about new developments in the field and guide the development of new models to address existing limitations.

The accurate pricing of financial derivatives has significant implications for society, as it can impact the stability of financial markets and the wider economy. The findings of this study, which identify the most commonly used OPMs and emerging themes, can help improve the accuracy of pricing and risk management in the financial derivatives sector, which can ultimately benefit society as a whole.

It is possibly the initial effort to consolidate the literature on calibration on option price by evaluating and analysing alternative OPM applied by researchers to guide future research in the right direction.

India is the place of many religions, customs and traditions. Religious events are regularly an exceptional tourist opportunity, and there are several religious events that take place in India throughout the year. These events not only focus on the importance of people engaging in religious events and having spiritual experience but also act as a promotional opportunity for any country. With changing times, these religious places have become a site for tourism; relatively a mere pilgrimage and digital marketing is especially useful in promoting these events and places to new potential attendees as well. Therefore, this research stresses upon the small- and medium-sized religious events that take place in various regions of India and the importance of digital marketing in sustaining and promoting the event tourism.

In this chapter we describe the development of venture capital and new stock markets in Europe. We argue that markets for high-growth stocks offer venture capitalists a valuable exit opportunity for their investments. This allows them to re-invest their money in other start-up companies and may spur the rate of new business creation and technological innovation. The private equity market in Europe today is as large as it was just before the advent of new stock markets in 1997–1999. As such, the need for stock markets that allow private equity investors to divest their equity stakes in growth companies did not disappear.

The purpose of this paper is to organize and take stock of the present situation of research on stock market integration by reviewing the available literature, to provide quick and easy access for future researchers. Another objective of the present study is to classify the literature and to provide the comprehensive bibliography on stock market integration and to analyse the findings and results of the studies taken into consideration for review.

A range of sources were searched to review the past literature on stock market integration and out of thousands of papers, 100 research papers form the sample for the present study. These 100 research papers are classified on the basis of various variables to know the status of research on the same topic.

This paper classifies the past literature on stock markets integration and finds that the research work on the same area has been increased during the recent time period, especially from 2005 to 2010 and coverage of stock market integration across emerging economies has increased in recent years. The study revealed many other findings also.

The present paper provides the collection, classification and comprehensive bibliography on stock market integration, which may be helpful for academicians, practitioners and future researchers when studying the existing research work, as well as for considering future researches on the same subject area.

This study aims to analyze how cultural variations impact the relationship between long-term debt use and managerial overconfidence. Investigate into how the relationship between growth prospects and the utilization of long-term debt is moderated by managerial overconfidence. In addition, the research explores the moderating effect of managerial overconfidence on cash flow levels.

The study used long-term debt as the dependent variable and used generalized method of moments–instrumental variables regression analysis to examine data from 356 firms across 11 Middle East and North Africa (MENA) countries and 5 industries between 2013 and 2021.

CEO overconfidence moderately boosts the link between long-term debt maturity and growth potential, particularly for firms with limited internal funding. Cultural factors, such as masculinity and uncertainty avoidance, play a significant role in moderating the relationship between managerial overconfidence and debt maturity choices.

To understand the impact of managerial overconfidence on a company’s debt maturity decision, it is essential for boards and shareholders to consider and monitor the CEO’s behavioral traits, particularly for growing companies. Regulators and policymakers must also be wary of the risk of internal control weakening due to overconfident managers, especially in MENA markets.

The authors’ contribution to the literature lies in exploring how managerial overconfidence moderates the agency conflict between shareholders and debtholders in MENA region firms, which has received minimal attention in previous studies. This study expands the knowledge of the impact of managerial overconfidence on emerging economies and provides evidence that national culture plays a vital role in determining debt financing decisions.

This paper aims to examine whether the cooperation between female chief financial officers (CFO) and the proportion of female directors would impact investment efficiency. The investigation is grounded in the increasing number of female top managers globally and the notion that female tends to cooperate more with other female than with male.

This study uses publicly listed firms in Bursa Malaysia from 2016 to 2020, which yielded a sample of 2,022 firm-year observations. The authors used multivariate ordinary least square regression to test the relationship, and to correct for the selection bias, the Heckman selection and PSM test were used.

The authors find a positive relationship between female CFOs and investment efficiency. A higher proportion of female directors accentuates this result. The findings support the homophily argument that similar characteristics (gender) promote cooperation. This shows that cooperation between female CFOs and directors improves investment efficiency. The results suggest that the improvement in investment efficiency could relate to higher managerial discretion for female CFOs and their ability to collaborate with female directors. These results are robust to a series of additional endogeneity tests. The findings have important implications for policymakers and firms to encourage more appointments of females in top management positions.

By highlighting the cooperation between female CFOs and female directors, this study contributes to the understanding that cooperation among females improves investment efficiency.