Comparison of Analyst Forecasting within Software & IT and Commercial Services Industries

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dc.contributor Aalto-yliopisto fi
dc.contributor Aalto University en
dc.contributor.author Kiili, Henri
dc.date.accessioned 2016-11-01T11:20:33Z
dc.date.available 2016-11-01T11:20:33Z
dc.date.issued 2016
dc.identifier.uri https://aaltodoc.aalto.fi/handle/123456789/23109
dc.description.abstract The purpose of this thesis is to study the differences in forecasting process of stock analysts as the industry of the target company changes and the scrutiny includes different financials. Therefore, this paper studies particularly the forecasting processes in Software & IT Services and Industrial Commercial Services industries and compares them with a sample of general market constituents. The study exploits historical forecasting data obtained from I/B/E/S analyst database and actual reported financials obtained from Compustat database. The comparison includes companies that had continuous 12 month forecast for all the three financial metrics included from the beginning of 2005. These key financials are Net Sales, EBITDA and EPS. The division of companies into different industries relies on Thomson Reuters industry classifications. This paper finds the analyst forecasting process to differ among different industries when compared against each other and a sample of the general market constituents. The greatest difference in forecasting process of Software & IT Services industry was found in EBITDA forecasting where the stock analysts place significant weight on the previous annually reported figure. As for the Industrial Commercial Services industry it could be observed that stock analysts seem to emphasize previous reported figures in Net Sales forecasts. Finally EPS forecasting records a differing forecasting process than the other two metrics as it indicates an emphasis to be laid in the median analyst estimate from previous month with the greatest weight placed on the Industrial Commercial Services industry's prior forecasts. In similar manner, the descriptive study indicates this industry to contain the least forecasting errors within time among the groups incorporated in this study. Furthermore, Software & IT Services industry seems to carry the greatest positive forecasting error as expected. en
dc.format.extent 68
dc.language.iso en en
dc.title Comparison of Analyst Forecasting within Software & IT and Commercial Services Industries en
dc.type G2 Pro gradu, diplomityö fi
dc.contributor.school Kauppakorkeakoulu fi
dc.contributor.school School of Business en
dc.contributor.department Tieto- ja palvelutalouden laitos fi
dc.contributor.department Department of Information and Service Economy en
dc.subject.keyword forecast
dc.subject.keyword forecasting error
dc.subject.keyword analyst
dc.subject.keyword stock analyst
dc.subject.keyword industry
dc.subject.keyword services
dc.subject.keyword forecast process
dc.identifier.urn URN:NBN:fi:aalto-201801181107
dc.type.dcmitype text en
dc.programme.major MSc program in Information and Service Management fi
dc.programme.major MSc program in Information and Service Management en
dc.type.ontasot Pro gradu tutkielma fi
dc.type.ontasot Master's thesis en
dc.subject.helecon tietotalous
dc.subject.helecon ennusteet
dc.subject.helecon virhe
dc.subject.helecon toimialat
dc.subject.helecon palvelut
dc.ethesisid 14749
dc.date.dateaccepted 2016-06-09
dc.location P1 I


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