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Can Firms see into the Future? Survey evidence from Germany
(2017-11-03)
This paper presents new evidence on the expectation formation process of firms from a survey of the German manufacturing sector. It focuses on the expectation about their future business conditions, which enters the widely ...
Local Peer Effects and Corporate Investment
(2018-07-07)
We examine how a firms' investment behavior affects the investment of a neighboring firm. Economic theory yields ambiguous predictions regarding the direction of firm peer effects and consistent with earlier work, we find ...
The Trading Response of Individual Investors to Local Bankruptcies
(2020-03-20)
We use data from a German online brokerage and a survey to show that retail investors sharply reduce risk-taking in response to nearby firm bankruptcies, which are not predictive of returns. The effects on trading are ...
Inside the ESG Ratings: (Dis)agreement and Performance
(2020-07-31)
We analyze the ESG rating criteria used by prominent agencies and show that there is a lack of a commonality in the definition of ESG (i) characteristics, (ii) attributes and (iii) standards in defining E, S and G components. ...
The Power of ESG Ratings on Stock Markets
(2021-03-10)
This paper studies the impact of environmental, social, and governance (ESG) ratings on investors’ preferences and stock prices. We exploit a change in ESG rating methodology that non-linearly shifted ESG ratings for firms ...
MSCI ESG
MSCI ESG Ratings aim to measure a company’s resilience to long-term, financially relevant ESG risks.
Robintrack
Robintrack provides intra-day information on the number of investors (especially Robinhood users) holding a given stock.
Morningstar Inc.
Morningstar, Inc. operates as an investment information and services company providing data, research, and analysis of mutual funds, stocks, and variable annuities. The Company publishes a line of print, software, and ...
Capital IQ
Capital IQ is the research division of Standard and Poor’s. It provides detailed research and analysis of the stock market to a variety of investing stakeholders. The web portal for Capital IQ’s products offers many powerful ...