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This project analyzes the impact of Covid-19 on the work quality of female financial analysts versus their male counterparts, examining gender-based differences in behavior, performance, and influence on investor decisions through earnings forecasts.

Home Page: https://xu000112-bit.github.io/Gender-Effect-of-Financial-Analyst-Forecast-During-Covid-19/

Jupyter Notebook 47.76% HTML 52.24%
data-science financial-analysis python

analyst's Introduction

๐Ÿ“š Introduction

๐Ÿ“Š Impact of Covid-19

  • Covid-19 has significantly affected society, impacting both the economy and social lifestyles.
  • The pandemic introduced a heterogeneous effect on males and females, gaining attention from both industry and academia.
  • Media reports suggest that females are facing more losses and losing bargaining power in the workplace.
  • However, does Covid-19 truly cause different impacts on males and females that influence the work quality of females? ๐Ÿค”

๐Ÿ•ต๏ธโ€โ™‚๏ธ Research Objective

  • This research aims to provide evidence on whether females and males behaved differently during the Covid-19 period, with a focus on financial analyst jobs.

๐Ÿ“ˆ Why Financial Analysts?

  1. Data Availability:
    • Financial analysts issue earnings forecasts almost daily, offering rich data to track work quality.
  2. Economic Significance:
    • Financial analysts and their forecasts are crucial for investors.
    • Analysts provide forward-looking insights and analyze released information, bridging the information gap between public firms and investors.
    • Their forecasts help level the playing field among investors, reduce information asymmetry, and enhance market efficiency.

๐Ÿ” Research Focus

  • This project investigates the impact of the Covid-19 pandemic on female financial analysts' forecast behaviors compared to males.
  • It also examines whether female-issued forecasts influence investor decisions regarding earnings announcements, measured through post-earnings announcement 10-day returns.

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