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Do Analysts Benefit from Online Feedback and Visibility?

Do Analysts Benefit from Online Feedback and Visibility? PDF Author: Joshua A. Khavis
Publisher:
ISBN:
Category :
Languages : en
Pages : 112

Book Description
I explore whether participation on Estimize.com, a crowdsourced earnings-forecasting platform aimed primarily at novices, improves professional analysts' forecast accuracy and career outcomes. Estimize provides its contributors with frequent and timely feedback on their forecast performance and offers them a new channel for disseminating their forecasts to a wider public, features that could help analysts improve their forecast accuracy and raise their online visibility. Using proprietary data obtained from Estimize and a difference-in-differences research design, I find that IBES analysts who are active on Estimize improve their EPS forecast accuracy by 13% relative to the sample-mean forecast error, as well as reduce forecast bias. These improvements in performance vary predictably in ways consistent with learning through feedback. Additionally, I find increased market reaction to the positive earnings-forecasts revisions issued by analysts who are active on Estimize. I also find that analysts active on Estimize enjoy incremental positive career outcomes after controlling for forecast accuracy. My results suggest that professional analysts can learn to become better forecasters through online feedback and consequently garner more attention from the market. My results also suggest analysts can improve their career outcomes by gaining additional online visibility.

Do Analysts Benefit from Online Feedback and Visibility?

Do Analysts Benefit from Online Feedback and Visibility? PDF Author: Joshua A. Khavis
Publisher:
ISBN:
Category :
Languages : en
Pages : 112

Book Description
I explore whether participation on Estimize.com, a crowdsourced earnings-forecasting platform aimed primarily at novices, improves professional analysts' forecast accuracy and career outcomes. Estimize provides its contributors with frequent and timely feedback on their forecast performance and offers them a new channel for disseminating their forecasts to a wider public, features that could help analysts improve their forecast accuracy and raise their online visibility. Using proprietary data obtained from Estimize and a difference-in-differences research design, I find that IBES analysts who are active on Estimize improve their EPS forecast accuracy by 13% relative to the sample-mean forecast error, as well as reduce forecast bias. These improvements in performance vary predictably in ways consistent with learning through feedback. Additionally, I find increased market reaction to the positive earnings-forecasts revisions issued by analysts who are active on Estimize. I also find that analysts active on Estimize enjoy incremental positive career outcomes after controlling for forecast accuracy. My results suggest that professional analysts can learn to become better forecasters through online feedback and consequently garner more attention from the market. My results also suggest analysts can improve their career outcomes by gaining additional online visibility.

Visible Librarian

Visible Librarian PDF Author: Judith A. Siess
Publisher: American Library Association
ISBN: 9780838908488
Category : Language Arts & Disciplines
Languages : en
Pages : 176

Book Description
Recent law, corporate, and even public library closings are the sad confirmation that libraries are no longer a given. Despite the fact that librarians bring unique value to their communities and organizations, too often their work goes on under the radar. The benefits provided by information professionals are invisible and taken for granted as Internet search engines replace real experts. It's time to assert your value and the value of the resources you marshal. Step from behind the desk or computer to make your community aware of just how indispensable your services are. Here are all the tools you need to become the squeaky wheel and attract the attention your work deserves. Use these practical strategies to connect with customers, make services both visible and valuable to the community, and get the word out using proven marketing, customer service and public relations tactics specifically tailored to the library environment. Learn to: Provide the answers your users/customers need; Gather internal and external champions to grow a funding base; Access the resources that keep your enterprise viable; Keep information resources available in spite of budget constraints; Be recogniz

Visible Costs and Invisible Benefits

Visible Costs and Invisible Benefits PDF Author: Gunnar Eliasson
Publisher: Springer
ISBN: 3319669931
Category : Science
Languages : en
Pages : 490

Book Description
This book examines the historic role of professional and demanding military customers in industrial development. Particular emphasis is paid to public procurement of military equipment as a catalyst for innovation; and the civilian commercialization of military technologies (from gunpowder and cannons to submarines, missiles and aircraft) is documented by many case illustrations that show how macro-level productivity advance has been generated. A complementary volume to Advancing Public Procurement as Industrial Policy (2010), which focused on the spillover effects of the Swedish combat aircraft, Gripen, in this book Gunnar Eliasson widens the perspective to cover product development across the Swedish defense industry, with an emphasis on regional economic development and macro-economics, inter alia through the involvement of Saab (aircraft) and Kockums (submarines) in partnership ventures in Australia, Norway and Brazil. The volume is organized into four parts. Part one examines the historical transformation of the Swedish economy over the past three centuries from agriculture and raw materials to an advanced industrial economy. Part two presents detailed case studies to illustrate the spillover effects of procurement projects and military-industrial partnerships. Part three explains the spillover phenomenon theoretically within a dynamic micro- to macro-economic perspective. Particular emphasis is placed on the empirical credibility of model-based economy-wide and dynamic cost-benefit calculations. The book concludes with a section on fostering industrial development through public procurement. The result is a book that will appeal to economists in the industrial economics and management fields; to technical, marketing and purchasing executives in business; and to policy makers in public procurement concerned with innovation and long-run industrial development.

Visible Learning: The Sequel

Visible Learning: The Sequel PDF Author: John Hattie
Publisher: Taylor & Francis
ISBN: 1000863638
Category : Education
Languages : en
Pages : 521

Book Description
When the original Visible Learning® was published in 2008, it instantly became a publishing sensation. Interest in the book was unparalleled; it sold out in days and was described by the TES as revealing "teaching’s Holy Grail". Now John Hattie returns to this ground-breaking work. The research underlying this book is now informed by more than 2,100 meta-analyses (more than double that of the original), drawn from more than 130,000 studies, and has involved more than 400 million students from all around the world. But this is more than just a new edition. This book is a sequel that highlights the major story, taking in the big picture to reflect on the implementation in schools of Visible Learning, how it has been understood – and at times misunderstood – and what future directions research should take. Visible Learning: The Sequel reiterates the author’s desire to move beyond claiming what works to what works best by asking crucial questions such as: Why is the current grammar of schooling so embedded in so many classrooms, and can we improve it? Why is the learning curve for teachers after the first few years so flat? How can we develop teacher mind-frames to focus more on learning and listening? How can we incorporate research evidence as part of the discussions within schools? Areas covered include: The evidence base and reactions to Visible Learning The Visible Learning model The intentional alignment of learning and teaching strategies The influence of home, students, teachers, classrooms, schools, learning, and curriculum on achievement The impact of technology Building upon the success of the original, this highly anticipated sequel expands Hattie’s model of teaching and learning based on evidence of impact and is essential reading for anyone involved in the field of education either as a researcher, teacher, student, school leader, teacher trainer, or policy maker.

New Opportunities for Sentiment Analysis and Information Processing

New Opportunities for Sentiment Analysis and Information Processing PDF Author: Sharaff, Aakanksha
Publisher: IGI Global
ISBN: 179988063X
Category : Computers
Languages : en
Pages : 311

Book Description
Multinational organizations have begun to realize that sentiment mining plays an important role for decision making and market strategy. The revolutionary growth of digital marketing not only changes the market game, but also brings forth new opportunities for skilled professionals and expertise. Currently, the technologies are rapidly changing, and artificial intelligence (AI) and machine learning are contributing as game-changing technologies. These are not only trending but are also increasingly popular among data scientists and data analysts. New Opportunities for Sentiment Analysis and Information Processing provides interdisciplinary research in information retrieval and sentiment analysis including studies on extracting sentiments from textual data, sentiment visualization-based dimensionality reduction for multiple features, and deep learning-based multi-domain sentiment extraction. The book also optimizes techniques used for sentiment identification and examines applications of sentiment analysis and emotion detection. Covering such topics as communication networks, natural language processing, and semantic analysis, this book is essential for data scientists, data analysts, IT specialists, scientists, researchers, academicians, and students.

Persuasive Technology

Persuasive Technology PDF Author: Alexander Meschtscherjakov
Publisher: Springer
ISBN: 3319315102
Category : Computers
Languages : en
Pages : 372

Book Description
This book constitutes the refereed proceedings of the 11th International Conference on Persuasive Technology, PERSUASIVE 2016, held in Salzburg, Austria, in April 2016. The 27 revised full papers and 3 revised short papers presented were carefully reviewed and selected from 73 submissions. The papers are grouped in topical sections on individual differences, theoretical reflections, prevention and motivation, methods and models, games and gamification, interventions for behavior change, and design strategies and techniques.

Online Communities and Social Computing

Online Communities and Social Computing PDF Author: A. Ant Ozok
Publisher: Springer Science & Business Media
ISBN: 3642027741
Category : Computers
Languages : en
Pages : 741

Book Description
The 13th International Conference on Human–Computer Interaction, HCI Inter- tional 2009, was held in San Diego, California, USA, July 19–24, 2009, jointly with the Symposium on Human Interface (Japan) 2009, the 8th International Conference on Engineering Psychology and Cognitive Ergonomics, the 5th International Conference on Universal Access in Human–Computer Interaction, the Third International Conf- ence on Virtual and Mixed Reality, the Third International Conference on Internati- alization, Design and Global Development, the Third International Conference on Online Communities and Social Computing, the 5th International Conference on Augmented Cognition, the Second International Conference on Digital Human Mod- ing, and the First International Conference on Human Centered Design. A total of 4,348 individuals from academia, research institutes, industry and gove- mental agencies from 73 countries submitted contributions, and 1,397 papers that were judged to be of high scientific quality were included in the program. These papers - dress the latest research and development efforts and highlight the human aspects of the design and use of computing systems. The papers accepted for presentation thoroughly cover the entire field of human–computer interaction, addressing major advances in knowledge and effective use of computers in a variety of application areas.

Analyzing the Strategic Role of Social Networking in Firm Growth and Productivity

Analyzing the Strategic Role of Social Networking in Firm Growth and Productivity PDF Author: Benson, Vladlena
Publisher: IGI Global
ISBN: 1522505601
Category : Computers
Languages : en
Pages : 551

Book Description
Social media platforms have emerged as an influential and popular tool in the digital era. No longer limited to just personal use, the applications of social media have expanded in recent years into the business realm. Analyzing the Strategic Role of Social Networking in Firm Growth and Productivity examines the role of social media technology in organizational settings to promote business development and growth. Highlighting a range of relevant discussions from the public and private sectors, this book is a pivotal reference source for professionals, researchers, upper-level students, and academicians.

Computerworld

Computerworld PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 136

Book Description
For more than 40 years, Computerworld has been the leading source of technology news and information for IT influencers worldwide. Computerworld's award-winning Web site (Computerworld.com), twice-monthly publication, focused conference series and custom research form the hub of the world's largest global IT media network.

InfoWorld

InfoWorld PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 118

Book Description
InfoWorld is targeted to Senior IT professionals. Content is segmented into Channels and Topic Centers. InfoWorld also celebrates people, companies, and projects.