Business Commons^™

The Effect Of Social Skills On Analyst Performance, Cong Cong Li, An-Ping Lin, Hai Lu

Research Collection School Of Accountancy

Social skills are important but difficult to measure. So far, few empirical studies have examined the effect of social skills on the performance of professionals. Using the number of LinkedIn connections as a proxy for social skills, we investigate the effect of financial analysts' social skills on their performance. We use multiple ways to validate the measure of social skills and show that analysts with better social skills produce more accurate earnings forecasts and that their stock recommendations elicit stronger market reactions. Furthermore, these socially skilled analysts are more likely to be voted as All-Star Analysts. This study provides the …

Analyst Teams, Bingxu Fang, Ole-Kristian Hope

Research Collection School Of Accountancy

This paper examines the impact of teamwork on sell-side analysts’ performance. Using a hand-collected sample of over 50,000 analyst research reports, we find that analyst teams issue more than 70% of annual earnings forecasts. In contrast, most prior research implicitly assumes that forecasts are issued by individual analysts. We document that analyst teams generate more accurate earnings forecasts than individual analysts and that the stock market reacts more strongly to forecast revisions issued by teams. Analyst teams also cover more firms, issue earnings forecasts more frequently, and issue less stale forecasts. Analysts working in teams are more likely to be …

Happy Analysts, Ole-Kristian Hope, Congcong Li, An-Ping Lin, Maryjane Rabier

Research Collection School Of Accountancy

This paper is the first to investigate the role of work-life balance in financial analysts' performance and career advancement. Using a large sample of Glassdoor reviews by financial analysts, we find a significant non-linear relation between perceived work-life balance and analyst performance and analyst career advancement. Specifically, when perceived work-life balance is relatively low, an increase in work-life balance is associated with better analyst performance and career advancement; however, when perceived work-life balance is already high, a further increase in work-life balance is associated with worse analyst performance and career advancement.

Gender And Beauty In The Financial Analyst Profession: Evidence From The United States And China, Congcong Li, An-Ping Lin, Hai Lu, Kevin Veenstra

Research Collection School Of Accountancy

We examine how gender and beauty affect the likelihood of being voted as an All-Star in the financial analyst profession in both the United States and China. We find that female analysts are more likely to be voted as All-Star analysts in the United States, but good-looking female U.S. analysts are less likely to be voted as All-Stars. The conclusion is the opposite for Chinese analysts. We find that female analysts in China are less likely to be voted as All-Stars, but the likelihood increases with their facial attractiveness. These findings implicate a beauty penalty for female analysts in the …

Regulations And Brain Drain: Evidence From Wall Street Star Analysts’ Career Choices, Yuyan Guan, Congcong Li, Hai Lu, Franco Wong

Research Collection School Of Accountancy

The Global Settlement, along with related regulations in the early 2000s, prohibits the use of investment banking revenue to fund equity research and compensate equity analysts. We find that all-star analysts from investment banks are more likely to exit the profession or move to the buy side after the regulations. The departed star analysts’ earnings revisions and stock recommendations are more informative than those of the remaining analysts who followed the same companies. To the extent that star analysts are superior to their nonstar counterparts in terms of research ability and ability to inform the market, the exit of star …

Leveling The Playing Field Between Large And Small Institutions: Evidence From The Sec’S Xbrl Mandate, Nilabhra Bhattacharya, Young Jun Cho, Jae B. Kim

Research Collection School Of Accountancy

We investigate how XBRL adoption affects smaller institutions’ access to financial statement information relative to their larger counterparts. We examine three aspects of trading responsiveness: abnormal trading volume, response speed to 10-K information, and decision to trade immediately following the 10-K filing. With regard to all three aspects of trading responsiveness, we find that small institutions’ responsiveness to 10-K news increases significantly more relative to the change experienced by large institutions from the pre- to post-XBRL periods. We further document that small institutions’ stock picking skills in the 10-K filing period increase more compared to those of large institutions following …

The Effect Of Board Independence On Information Asymmetry, Beng Wee Goh, Jimmy Lee, Jeffrey Ng, Kevin Ow Yong

Research Collection School Of Accountancy

Boards have an important role in ensuring that investors’ interests are protected. Our paper first examines whether the independence of a firm's board affects information asymmetry among investors. We provide evidence that greater board independence leads to lower information asymmetry. Next, we provide evidence that more voluntary disclosure and greater analyst coverage are two underlying mechanisms via which greater board independence reduces information asymmetry. Of the two mechanisms, we find that analyst coverage is more significant in influencing how board independence affects information asymmetry. Overall, our paper contributes to a better understanding of the effect of board independence on information …

Analyzing The Analysts: The Effect Of Technical And Social Skills On Analyst Career, Congcong Li, An-Ping Lin, Hai Lu

Research Collection School Of Accountancy

This paper investigates how technical and social skills of financial analysts affect theirperformance and career advancement. Using a sample of LinkedIn profiles of financial analysts,we document that analysts with good social skill, proxied by the number of social connections,generate more accurate earnings forecasts and produce more informative stock recommendations.These analysts are also more likely to be voted as All-Star analysts and to move to high-statusbrokers when changing jobs. However, the effect of technical skills, proxied by the quantitativeskills disclosed on LinkedIn, only affect earnings forecast accuracy. The analysts with technicalskills are indifferent in the likelihood of being voted as star …

Seeing Is Believing: Do Analysts Benefit From Site Visits, Qiang Cheng, Fei Du, Xin Wang, Yutao Wang

Research Collection School Of Accountancy

Using the unique data of analysts’ site visits to Chinese listed companies, we examine whether and how analysts’ site visits help improve their forecast performance. We find that the forecast accuracy of analysts improves after they visit the target firms and this improvement still holds after controlling for the concurrent change in the forecast accuracy of analysts who do not conduct site visits. Such an improvement is more pronounced for firms with better corporate governance; for more experienced analysts; and for firms with higher earnings volatility. Moreover, the improvement of forecast accuracy is less pronounced when current site visits are …

Does Analyst Experience Affect Their Understanding Of Non-Financial Information? An Analysis Of The Relation Between Patent Information And Analyst Forecast Errors, Taiwhun Taylor Joo

Graduate Theses and Dissertations

This study examines whether analyst experience affects the relation between patent information and analyst forecast errors. U.S. Generally Accepted Accounting Principles require that firms expense all in-house research and development (R&D) costs. This means that even when R&D activities produce intangible assets with future economic benefits, firms cannot capitalize R&D costs as assets. Consequently, financial statements are largely deficient in the information they provide regarding the output of R&D activities. However, patent information is one type of non-financial information about R&D output that is publicly available.

Using updated patent data, I confirm the results of prior studies that find a …

Hedge Funds And Analyst Conflict Of Interest, Sung Gon Chung, Melvyn Teo

Research Collection School Of Accountancy

Are sell-side analysts reluctant to go against the investment views of their hedge fund clients? We show that analysts tend to upgrade stocks recently bought and downgrade stocks recently sold by hedge funds. Relative to other buy and strong buy recommendations, similar recommendations on stocks predominantly held by hedge funds parlay into poorer three-month and six-month stock returns. Hedge funds concurrently offload their stock holdings when analysts issue flattering reports. In line with an agency based explanation, our results are more pronounced for important brokerage clients such as high dollar turnover hedge funds and hedge funds who are prime brokerage …

Conflict Of Interest Reforms And Analysts’ Research Biases, Hai Lu, Hai Lu, Yuyan Guan

Research Collection School Of Accountancy

This study examines the consequences of the series of reforms targeting investment-banking-related conflicts of interest. We compare and contrast optimism biases in analysts’ stock recommendations and earnings forecasts across different types of analyst firms in the post-reform period 2004–2007 versus the pre-reform period 1998–2001. We document a significant reduction in the relative optimism of sanctioned investment bank analysts’ stock recommendations, but not their earnings forecasts. Moreover, we find little change in the profitability of their stock recommendations, but detect a drop in the accuracy of earnings forecasts made by investment bank analysts. In sum, the reforms achieve the objective of …

Brokerage Industry Self-Regulation: The Case Of Analysts’ Background Disclosures, Lawrence Brown, Artur Hugon, Hai Lu

Research Collection School Of Accountancy

We evaluate an industry disclosure initiative designed to inform investors, the practice of providing information regarding investment professionals’ backgrounds. Implicit in the motivation for this initiative is the presumed relevance of background information to investors seeking investment professionals’ guidance. We find that analysts with disclosure incidents forecast less accurately than a matched sample of analysts without such disclosures, and that the market views disclosed analysts’ earnings forecasts as less credible than those of the matched sample. Our evidence is consistent with disclosures signaling a persistent analyst characteristic. We conclude that analyst backgrounds are informative regarding both the accuracy and credibility …