The Impact of Targeted Advertising on Advertisers, Market Access and Consumer Choice
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A Brief Primer on the Economics of Targeted Advertising
ECONOMIC ISSUES A Brief Primer on the Economics of Targeted Advertising by Yan Lau Bureau of Economics Federal Trade Commission January 2020 Federal Trade Commission Joseph J. Simons Chairman Noah Joshua Phillips Commissioner Rohit Chopra Commissioner Rebecca Kelly Slaughter Commissioner Christine S. Wilson Commissioner Bureau of Economics Andrew Sweeting Director Andrew E. Stivers Deputy Director for Consumer Protection Alison Oldale Deputy Director for Antitrust Michael G. Vita Deputy Director for Research and Management Janis K. Pappalardo Assistant Director for Consumer Protection David R. Schmidt Assistant Director, Oÿce of Applied Research and Outreach Louis Silva, Jr. Assistant Director for Antitrust Aileen J. Thompson Assistant Director for Antitrust Yan Lau is an economist in the Division of Consumer Protection of the Bureau of Economics at the Federal Trade Commission. The views expressed are those of the author and do not necessarily refect those of the Federal Trade Commission or any individual Commissioner. ii Acknowledgments I would like to thank AndrewStivers and Jan Pappalardo for invaluable feedback on numerous revisions of the text, and the BE economists who contributed their thoughts and citations to this paper. iii Table of Contents 1 Introduction 1 2 Search Costs and Match Quality 5 3 Marketing Costs and Ad Volume 6 4 Price Discrimination in Uncompetitive Settings 7 5 Market Segmentation in Competitive Setting 9 6 Consumer Concerns about Data Use 9 7 Conclusion 11 References 13 Appendix 16 iv 1 Introduction The internet has grown to touch a large part of our economic and social lives. This growth has transformed it into an important medium for marketers to serve advertising. -
Advertising and the Public Interest. a Staff Report to the Federal Trade Commission. INSTITUTION Federal Trade Commission, New York, N.Y
DOCUMENT RESUME ED 074 777 EM 010 980 AUTHCR Howard, John A.; Pulbert, James TITLE Advertising and the Public Interest. A Staff Report to the Federal Trade Commission. INSTITUTION Federal Trade Commission, New York, N.Y. Bureau of Consumer Protection. PUB EATE Feb 73 NOTE 575p. EDRS PRICE MF-$0.65 HC-$19.74 DESCRIPTORS *Broadcast Industry; Commercial Television; Communication (Thought Transfer); Consumer Economics; Consumer Education; Federal Laws; Federal State Relationship; *Government Role; *Investigations; *Marketing; Media Research; Merchandise Information; *Publicize; Public Opinj.on; Public Relations; Radio; Television IDENTIFIERS Federal Communications Commission; *Federal Trade Commission; Food and Drug Administration ABSTRACT The advertising industry in the United States is thoroughly analyzed in this comprehensive, report. The report was prepared mostly from the transcripts of the Federal Trade Commission's (FTC) hearings on Modern Advertising Practices.' The basic structure of the industry as well as its role in marketing strategy is reviewed and*some interesting insights are exposed: The report is primarily concerned with investigating the current state of the art, being prompted mainly by the increased consumes: awareness of the nation and the FTC's own inability to set firm guidelines' for effectively and consistently dealing with the industry. The report points out how advertising does its job, and how it employs sophisticated motivational research and communications methods to reach the wide variety of audiences available. The case of self-regulation is presented with recommendationS that the FTC be particularly harsh in applying evaluation criteria tochildren's advertising. The report was prepared by an outside consulting firm. (MC) ADVERTISING AND THE PUBLIC INTEREST A Staff Report to the Federal Trade Commission by John A. -
Advertising and the Creation of Exchange Value
University of Massachusetts Amherst ScholarWorks@UMass Amherst Doctoral Dissertations Dissertations and Theses Summer November 2014 Advertising and the Creation of Exchange Value Zoe Sherman University of Massachusetts Amherst Follow this and additional works at: https://scholarworks.umass.edu/dissertations_2 Part of the Economic History Commons, Political Economy Commons, and the Public Relations and Advertising Commons Recommended Citation Sherman, Zoe, "Advertising and the Creation of Exchange Value" (2014). Doctoral Dissertations. 205. https://doi.org/10.7275/5625701.0 https://scholarworks.umass.edu/dissertations_2/205 This Open Access Dissertation is brought to you for free and open access by the Dissertations and Theses at ScholarWorks@UMass Amherst. It has been accepted for inclusion in Doctoral Dissertations by an authorized administrator of ScholarWorks@UMass Amherst. For more information, please contact [email protected]. ADVERTISING AND THE CREATION OF EXCHANGE VALUE A Dissertation Presented by ZOE SHERMAN Submitted to the Graduate School of the University of Massachusetts Amherst in partial fulfillment of the requirements for the degree of DOCTOR OF PHILOSOPHY September 2014 Economics © Copyright by Zoe Sherman 2014 All Rights Reserved ADVERTISING AND THE CREATION OF EXCHANGE VALUE A Dissertation Presented by ZOE SHERMAN Approved as to style and content by: ______________________________________ Gerald Friedman, Chair ______________________________________ Michael Ash, Member ______________________________________ Judith Smith, Member ___________________________________ Michael Ash, Department Chair Economics DEDICATION Dedicated to the memory of Stephen Resnick. ACKNOWLEDGMENTS I have had many strokes of good fortune in my life, not least the intellectual and emotional support I have enjoyed throughout my graduate studies. Stephen Resnick, Gerald Friedman, Michael Ash, and Judith Smith were the midwives of this work. -
Spillover Benefits of Online Advertising
Marketing Science Institute Working Paper Series 2020 Report No. 20-110 Linking Clicks to Bricks: Spillover Benefits of Online Advertising Mi Zhou, Vibhanshu Abhishek, Edward H. Kennedy, Kannan Srinivasan, and Ritwik Sinha “Linking Clicks to Bricks: Spillover Benefits of Online Advertising” © 2020 Mi Zhou, Vibhanshu Abhishek, Edward H. Kennedy, Kannan Srinivasan, and Ritwik Sinha MSI working papers are distributed for the benefit of MSI corporate and academic members and the general public. Reports are not to be reproduced or published in any form or by any means, electronic or mechanical, without written permission. Linking Clicks to Bricks: Spillover Benefits of Online Advertising Mi Zhou Carnegie Mellon University, Heinz College [email protected] Vibhanshu Abhishek University of California – Irvine, Paul Merage School of Business [email protected] Edward H. Kennedy Carnegie Mellon University, Department of Statistics & Data Science [email protected] Kannan Srinivasan Carnegie Mellon University, Tepper School of Business [email protected] Ritwik Sinha Adobe Systems [email protected] October 2018 Marketing Science Institute Working Paper Series Abstract Businesses have widely used email ads to directly send promotional information to consumers. While email ads serve as a convenient channel that allows firms to target consumers online, are they effective in increasing offline revenues for firms that predominantly sell in brick-and-mortar stores? Is the effect of email ads, if any, heterogeneous across different consumer segments? If so, on which consumers is the effect highest? In this research, we address these questions using a unique high-dimensional observational dataset from one of the largest retailers in the US, which links each consumer’s online behaviors to the item-level purchase records in physical stores. -
Google Ad Tech
Yaletap University Thurman Arnold Project Digital Platform Theories of Harm Paper Series: 4 Report on Google’s Conduct in Advertising Technology May 2020 Lissa Kryska Patrick Monaghan I. Introduction Traditional advertisements appear in newspapers and magazines, on television and the radio, and on daily commutes through highway billboards and public transportation signage. Digital ads, while similar, are powerful because they are tailored to suit individual interests and go with us everywhere: the bookshelf you thought about buying two days ago can follow you through your favorite newspaper, social media feed, and your cousin’s recipe blog. Digital ads also display in internet search results, email inboxes, and video content, making them truly ubiquitous. Just as with a full-page magazine ad, publishers rely on the revenues generated by selling this ad space, and the advertiser relies on a portion of prospective customers clicking through to finally buy that bookshelf. Like any market, digital advertising requires the matching of buyers (advertisers) and sellers (publishers), and the intermediaries facilitating such matches have more to gain every year: A PwC report estimated that revenues for internet advertising totaled $57.9 billion for 2019 Q1 and Q2, up 17% over the same half-year period in 2018.1 Google is the dominant player among these intermediaries, estimated to have netted 73% of US search ad spending2 and 37% of total US digital ad spending3 in 2019. Such market concentration prompts reasonable questions about whether customers are losing out on some combination of price, quality, and innovation. This report will review the significant 1 PricewaterhouseCoopers for IAB (October 2019), Internet Advertising Revenue Report: 2019 First Six Months Results, p.2. -
THE EFFECTS of DIGITAL ADVERTISING on BRAND IMAGE – Case Study: Company X
Bachelor’s thesis International Business 2018 Tuuli Linna THE EFFECTS OF DIGITAL ADVERTISING ON BRAND IMAGE – Case Study: Company X BACHELOR’S THESIS | ABSTRACT TURKU UNIVERSITY OF APPLIED SCIENCES International Business 2018 | 43 pages Tuuli Linna THE EFFECTS OF DIGITAL ADVERTISING ON BRAND IMAGE - Case study: Company X The abundance of content we see on digital channels is astonishing, and the time we spend looking at individual pieces of content is very short. Companies put a lot of effort and money on digital advertising to leverage their sells and brand awareness. This thesis aims to reveal what type of digital advertising works and is there a correlation between seeing digital advertising to perceived brand image The data was collected from e-books, online articles, case studies, videos and an online survey. The theory includes famous brand theories and studies about branding and advertising. The conclusion was drafted based on the literature review and data collected from an online survey targeted to the case company’s current customers. KEYWORDS: Advertising, Digital advertising, Marketing, Promotion, Organic content, content, Social media, Brand building, Brand image, Digital consumption, Strategy, Brand promise, Tactical advertising, Branded content OPINNÄYTETYÖ (AMK) | TIIVISTELMÄ TURUN AMMATTIKORKEAKOULU Kansainvälinen liiketalous 2018 | 43 sivua Tuuli Linna DIGITAALISEN MAINONNAN VAIKUTUS BRÄNDI- IMAGOON - Tutkimus: Yritys X Digitaalisten kanavien sisältämä sisällön runsaus on hämmästyttävää ja aika, jonka kulutamme yksittäisten sisältöjen kanssa on hyvin lyhyt. Yritykset käyttävät paljon työtä ja rahaa digitaaliseen mainontaan tavoitteenaan nostaa myyntiä ja brändin tunnettuutta. Tämän opinnäytetyön tarkoituksena on tutkia, millainen digitaalinen mainonta toimii, ja onko digitaalisen mainonnan ja mieltyneen brändikuvan välillä korrelaatiota. -
EG Presentation
The Largest Gaming Media Platform in North America Investor Presentation October 2020 TSX: EGLX OTC: ENGMF FSE: 2AV Disclaimer CAUTIONARY STATEMENTS This presentation is for information purposes only and does not constitute an offer to sell or a solicitation of an offer to buy securities. The information contained herein has been prepared for the purpose of providing interested parties with general information to assist them in their evaluation of Enthusiast Gaming Holdings Inc. (“Enthusiast Gaming”) and this presentation should not be used for any other purpose. Under no circumstances may the contents of this presentation be reproduced, in whole or in part, in any form or forwarded or further redistributed to any other person. Any forwarding, distribution or reproduction of this document in whole or in part is unauthorized. By accepting and reviewing this document, you acknowledge and agree (i) to maintain the confidentiality of this document and the information contained herein, and (ii) to protect such information in the same manner you protect your own confidential information, which shall be at least a reasonable standard of care. Enthusiast Gaming has not authorized anyone to provide additional or different information. In this presentation all amounts are in Canadian dollars unless stated otherwise. The delivery of this presentation, at any time, will not imply that the information contained herein is correct as of any time subsequent to the date set forth on the cover page hereof or the date at which such information is expressed to be stated, as applicable, and, except as may be required by applicable law, Enthusiast Gaming is under no obligation to update any of the information contained herein (including forward looking statements and forward looking information) or to inform the recipient of any matters of which it becomes aware that may affect any matter referred to in this presentation (including, but not limited to, any error or omission which may become apparent after this presentation has been prepared). -
Advertising Content and Consumer Engagement on Social Media: Evidence from Facebook
University of Pennsylvania ScholarlyCommons Marketing Papers Wharton Faculty Research 1-2018 Advertising Content and Consumer Engagement on Social Media: Evidence from Facebook Dokyun Lee Kartik Hosanagar University of Pennsylvania Harikesh Nair Follow this and additional works at: https://repository.upenn.edu/marketing_papers Part of the Advertising and Promotion Management Commons, Business Administration, Management, and Operations Commons, Business Analytics Commons, Business and Corporate Communications Commons, Communication Technology and New Media Commons, Marketing Commons, Mass Communication Commons, Social Media Commons, and the Technology and Innovation Commons Recommended Citation Lee, D., Hosanagar, K., & Nair, H. (2018). Advertising Content and Consumer Engagement on Social Media: Evidence from Facebook. Management Science, http://dx.doi.org/10.1287/mnsc.2017.2902 This paper is posted at ScholarlyCommons. https://repository.upenn.edu/marketing_papers/339 For more information, please contact [email protected]. Advertising Content and Consumer Engagement on Social Media: Evidence from Facebook Abstract We describe the effect of social media advertising content on customer engagement using data from Facebook. We content-code 106,316 Facebook messages across 782 companies, using a combination of Amazon Mechanical Turk and natural language processing algorithms. We use this data set to study the association of various kinds of social media marketing content with user engagement—defined as Likes, comments, shares, and click-throughs—with the messages. We find that inclusion of widely used content related to brand personality—like humor and emotion—is associated with higher levels of consumer engagement (Likes, comments, shares) with a message. We find that directly informative content—like mentions of price and deals—is associated with lower levels of engagement when included in messages in isolation, but higher engagement levels when provided in combination with brand personality–related attributes. -
Improving Transparency Into Online Targeted Advertising
AdReveal: Improving Transparency Into Online Targeted Advertising Bin Liu∗, Anmol Sheth‡, Udi Weinsberg‡, Jaideep Chandrashekar‡, Ramesh Govindan∗ ‡Technicolor ∗University of Southern California ABSTRACT tous and cover a large fraction of a user’s browsing behav- To address the pressing need to provide transparency into ior, enabling them to build comprehensive profiles of their the online targeted advertising ecosystem, we present AdRe- online interests. This widespread tracking of users and the veal, a practical measurement and analysis framework, that subsequent personalization of ads have received a great deal provides a first look at the prevalence of different ad target- of negative press; users associate adjectives such as creepy ing mechanisms. We design and implement a browser based and scary with the practice [18], primarily because they lack tool that provides detailed measurements of online display insight into how their data is being collected and used. ads, and develop analysis techniques to characterize the con- Our paper seeks to provide transparency into the targeted textual, behavioral and re-marketing based targeting mecha- advertising ecosystem, a capability that has not been ex- nisms used by advertisers. Our analysis is based on a large plored so far. We seek to enable end-users to reason about dataset consisting of measurements from 103K webpages why ads of a certain category are being displayed to them. and 139K display ads. Our results show that advertisers fre- Consider a user that repeatedly receives ads about cures for a quently target users based on their online interests; almost particularly private ailment. The user currently lacks a way half of the ad categories employ behavioral targeting. -
Consuming-Kids-Transcript.Pdf
1 MEDIA EDUCATION F O U N D A T I O N 60 Masonic St. Northampton, MA 01060 | TEL 800.897.0089 | [email protected] | www.mediaed.org Consuming Kids The Commercialization of Childhood Transcript INTRODUCTION The consumer embryo begins to develop during the first year of existence. Children begin their consumer journey in infancy. And they certainly deserve consideration as consumers at that time. – James U. McNeal | Pioneering Youth Marketer [TITLE SCREEN] Consuming Kids: The Commercialization of Childhood NARRATOR: Not since the end of World War II, at the height of the baby boom, have there been so many kids in our midst. There are now more than 52 million kids under 12 in all in the United States – the biggest burst in the U.S. youth population in half a century. And for American business, these kids have come to represent the ultimate prize: an unprecedented, powerful and elusive new demographic to be cut up and captured at all costs. There is no doubt that marketers have their sights on kids because of their increasing buying power – the amount of money they now spend on everything from clothes to music to electronics, totaling some 40 billion dollars every year. But perhaps the bigger reason for marketers’ interest in kids may be the amount of adult spending that American kids under 12 now directly influence – an astronomical 700 billion dollars a year, roughly the equivalent of the combined economies of the world’s 115 poorest countries. DAVID WALSH: One economic impact of children is the money that they themselves spend – the money that they get from their parents or grandparents, the money that they get as allowance; when they get older, the money that they earn themselves. -
Advertising Industry Industry MODULE - 5 Advertising and Public Relations
AdvertisingAdvertising Industry Industry MODULE - 5 Advertising and Public Relations 18 Notes ADVERTISING INDUSTRY Which toothpaste do you use? Have you seen its advertisement? If there was no advertising, how will you know that this brand of toothpaste is being sold in the market? Ads provide us with information about new products. Advertising as a medium of information can be very powerful. However wrong advertising can reduce the sales of a product. Are there any ads that you find annoying? In this lesson, you will learn more about the world of advertising and what makes a good ad campaign. OBJECTIVES After studying this lesson, you will be able to do the following : z explain the principles of advertising; z identify key concerns in advertising planning; z list the guidelines governing the ad industry; z describe the main components in the structure of an ad agency; z differentiate between advertising and public relations. 18.1 PRINCIPLES OF ADVERTISING Do you like going to the markets? People often like to buy new things but advertisers and ad agencies believe that customers have needs and desires, which are fulfilled through sale and purchase of goods. Do you like watching/ reading ads? Do you know that a lot of thought goes into creating even a small advertisement? There are some basic principles that all ad producers keep in mind when creating an advertsement. People have some basic needs – physiological, safety, love, esteem and self – MASS COMMUNICATION 79 MODULE - 5 Advertising Industry Advertising and Public Relations confidence. Advertising keeps these needs in mind and appeals to emotions of envy, fear and anxiety about one’s status and appearance. -
Economics References Committee
The Senate Economics References Committee Corporate tax avoidance Part III Much heat, little light so far May 2018 © Commonwealth of Australia 2018 ISBN 978-1-76010-772-7 This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Australia License. The details of this licence are available on the Creative Commons website: http://creativecommons.org/licenses/by-nc-nd/3.0/au/ Printed by the Senate Printing Unit, Parliament House, Canberra. ii Senate Economics References Committee Members in the 45th Parliament Senator Chris Ketter (Chair) Queensland, ALP Senator Jane Hume (Deputy Chair) Victoria, LP Senator Cory Bernardi South Australia, IND (to 12 September 2016 and from 5 December 2016 to 15 February 2017) Senator Sam Dastyari (to 5 February 2018) New South Wales, ALP Senator the Hon Kristina Keneally (from 15 February 2018) New South Wales, ALP Senator the Hon Ian Macdonald Queensland, LP (from 12 September 2016 to 5 December 2017 and from 15 February 2017 to 22 March 2018) Senator Jenny McAllister New South Wales, ALP Senator Amanda Stoker (from 22 March 2018) Queensland, LP Senator Peter Whish-Wilson (from 14 November 2017) Tasmania, AG Senator Nick Xenophon (to 31 October 2017) South Australia, NXT Senators participating in this inquiry in the 45th Parliament Senator the Hon Doug Cameron New South Wales, ALP Senator Kimberley Kitching Victoria, ALP Senator Gavin Marshall Victoria, ALP Senator Glenn Sterle Western Australia, ALP Senator Dean Smith Western Australia, LP Members in the 44th Parliament Senator Chris Ketter (Chair from 22 October 2015) Queensland, ALP Senator Sean Edwards (Deputy Chair) South Australia, LP Senator Matthew Canavan (to 23 February 2016) Queensland, NATS Senator Sam Dastyari (Chair until 22 October 2015) New South Wales, ALP Senator the Hon.