A study on the relationship between family ownership firm and KMV-Merton’s probability of default using logistic regression model / Farah Syareena Nor Zamani, Farzana Alya Mohamad Fathi and Sarifahnorwati Md Marjunid

Nor Zamani, Farah Syareena and Mohamad Fathi, Farzana Alya and Md Marjunid, Sarifahnorwati (2023) A study on the relationship between family ownership firm and KMV-Merton’s probability of default using logistic regression model / Farah Syareena Nor Zamani, Farzana Alya Mohamad Fathi and Sarifahnorwati Md Marjunid. [Student Project] (Unpublished)

Abstract

The study aims to identify the relationship between family ownership firms and default risk. Hence, we use KMV Merton's probability of default to calculate the default risk and logistic regression analysis to identify the relationship of both family ownership firms and non-family ownership firms. This study utilizes the Malaysian public listed firm's data for 10 years, involving 116 from family ownership firms and 82 from non-family ownership firms. The results show that the type of ownership does not significantly affect the firm's default risk. However, family ownership is found to be positively related to the default risk of the firms. Furthermore, this study also aims to compare a default risk between family ownership firms and non-family ownership firms using a statistical chart in SPSS analysis tools. The comparison shows that family ownership firms have slightly higher default risk than a non-family ownership firms in which this result supports a previous study by D'Este and Carabelli (2022), where the author stated that a firm that is managed by a family member would lead the firms to have high default risk. However, our result might be biased since the data for the default firm is inadequate due to many unavailable data that need to be removed in this study. Thus, as a recommendation for future research, the data collected for default firms of family ownership firms and non-family ownership firms should be balanced to obtain better results.

Metadata

Item Type: Student Project
Creators:
Creators
Email / ID Num.
Nor Zamani, Farah Syareena
UNSPECIFIED
Mohamad Fathi, Farzana Alya
UNSPECIFIED
Md Marjunid, Sarifahnorwati
UNSPECIFIED
Subjects: Q Science > QA Mathematics > Mathematical statistics. Probabilities
Divisions: Universiti Teknologi MARA, Negeri Sembilan > Seremban Campus
Programme: Bachelor of Science (Hons.) Management Mathematics
Keywords: Family ownership firm, logistic regression, KMV-Merton’s
Date: 2023
URI: https://ir.uitm.edu.my/id/eprint/82647
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