Economic Supply & Demand
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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. -
BIS Working Papers No 136 the Price Level, Relative Prices and Economic Stability: Aspects of the Interwar Debate by David Laidler* Monetary and Economic Department
BIS Working Papers No 136 The price level, relative prices and economic stability: aspects of the interwar debate by David Laidler* Monetary and Economic Department September 2003 * University of Western Ontario Abstract Recent financial instability has called into question the sufficiency of low inflation as a goal for monetary policy. This paper discusses interwar literature bearing on this question. It begins with theories of the cycle based on the quantity theory, and their policy prescription of price stability supported by lender of last resort activities in the event of crises, arguing that their neglect of fluctuations in investment was a weakness. Other approaches are then taken up, particularly Austrian theory, which stressed the banking system’s capacity to generate relative price distortions and forced saving. This theory was discredited by its association with nihilistic policy prescriptions during the Great Depression. Nevertheless, its core insights were worthwhile, and also played an important part in Robertson’s more eclectic account of the cycle. The latter, however, yielded activist policy prescriptions of a sort that were discredited in the postwar period. Whether these now need re-examination, or whether a low-inflation regime, in which the authorities stand ready to resort to vigorous monetary expansion in the aftermath of asset market problems, is adequate to maintain economic stability is still an open question. BIS Working Papers are written by members of the Monetary and Economic Department of the Bank for International Settlements, and from time to time by other economists, and are published by the Bank. The views expressed in them are those of their authors and not necessarily the views of the BIS. -
Simple Structural Econometrics of Price Elasticity
Simple Structural Econometrics of Price Elasticity Catherine Cazals Fr¶ed¶erique F`eve University of Toulouse University of Toulouse (GREMAQ and IDEI) (GREMAQ and IDEI) Patrick F`eve¤ Jean{Pierre Florens University of Toulouse University of Toulouse (CNRS{GREMAQ and IDEI) (IUF, GREMAQ and IDEI) Abstact The identi¯cation of demand parameters from individual data may be very di±cult due to the lack of price variation. The aim of this paper is to deliver a simple methodology for the treatment of this kind of data. The approach relies on a simple structural model of consumer behavior wherein demand and expenditure depend on a heterogeneity factor. Using the restrictions created by this structural model, we consider the identi¯cation of the price elasticity of demand. We ¯rst show that the structural parameters are not identi¯ed in the one period case. An extension of the model to a two period case allows to identify the structural parameters and thus the price elasticity of demand over periods. Keywords: structural model, heterogeneity factor, identi¯cation, price elasticity JEL Class.: C1, C2, D1 Introduction The identi¯cation of price elasticity from cross section individual data is impossible due to the lack of price variation in the sample. Even if panel data are available, the slow modi¯cation of tari®s and the usual small number of periods make very hazardous the estimation of the price elasticity. The aim of this paper is to present a simple methodology for the treatment of this kind of data and to show that we can take some advantage from ¤Corresponding author: GREMAQ{Universit¶e de Toulouse I, manufacture des Tabacs, b^at. -
Introductory Discussions of Supply and Demand and of the Working of the Price Mechanism Normally Treat Quantities Demanded and S
STRATHCLYDE DISCUSSION PAPERS IN ECONOMICS ‘ECONOMIC GEOMETRY’: MARSHALL’S AND OTHER EARLY REPRESENTATIONS OF DEMAND AND SUPPLY. BY ROY GRIEVE NO. 08-06 DEPARTMENT OF ECONOMICS UNIVERSITY OF STRATHCLYDE GLASGOW ‘ECONOMIC GEOMETRY’: MARSHALL’S AND OTHER EARLY REPRESENTATIONS OF DEMAND AND SUPPLY ROY GRIEVE1 ABSTRACT Does an apparent (minor) anomaly, said to occur not infrequently in elementary expositions of supply and demand theory, really imply – as seems to be suggested – that there is something a bit odd about Marshall’s diagrammatic handling of demand and supply? On investigation, we find some interesting differences of focus and exposition amongst the theorists who first developed the ‘geometric’ treatment of demand and supply, but find no reason, despite his differences from other marginalist pioneers such as Cournot, Dupuit and Walras, to consider Marshall’s treatment either as unconventional or forced, or as to regard him as the ‘odd man out’. Introduction In the standard textbooks, introductory discussions of demand and supply normally treat quantities demanded and supplied as functions of price (rather than vice versa), and complement that discussion with diagrams in the standard format, showing price on the vertical axis and quantities demanded and supplied on the horizontal axis. No references need be cited. Usually this presentation is accepted without comment, but it can happen that a more numerate student observes that something of an anomaly appears to exist – in that the diagrams show price, which, 1 Roy’s thanks go to Darryl Holden who raised the question about Marshall's diagrams, and for his subsequent advice, and to Eric Rahim, as always, for valuable comment. -
Price and Volume Measurement in Services
Price and volume measurement in services Current Eurostat recommendations for NSIs Paul Konijn, Eurostat – C1 National Accounts OECD Workshop on Services 15-16 November 2004, Paris Outline Introduction General recommendations Retail trade Finance and insurance Telecommunications, software and business services Developing new services price indices Paris, 15-16 November 2004 Introduction December 2001: Eurostat Handbook on Price and Volume Measures in National Accounts Handbook = culmination of several years of work with EU Member States on all topics related to volume measurement Starting point: GDP growth rates sometimes difficult to compare due to different methodologies Paris, 15-16 November 2004 Introduction (cont.) Handbook is elaboration of ESA95 (and SNA93) and gives detailed guidance on deflation of products Main issues also laid down in two legal acts (from 1998 and 2002) Since 2001: implementation of handbook in Member States All Member States have provided Inventory of sources and methods Paris, 15-16 November 2004 Notes on productivity measurement Note: handbook is about national accounts -> focus is on macro picture of the economy Deflation of inputs equally important (and equally difficult) for productivity analysis!! Paris, 15-16 November 2004 A/B/C classification Classification of methods: A methods: ideal B methods: acceptable alternative C methods: unacceptable Move gradually over time from C to B to A C methods “outlawed” by 2006 Generally, input methods are C methods Paris, 15-16 November 2004 -
Demand Curve
Econ 201: Introduction to Economics Analysis September 4 Lecture: Supply and Demand Jeffrey Parker Reed College Daily dose of The Far Side Keeping with the vegetable theme from Wednesday… www.thefarside.com 2 Preview of this class session • Basic principles of market analysis using supply and demand curves are central to economics • Formal conditions for “perfectly competitive” markets are strict and rarely satisfied • We discuss what supply curves and demand curves are • We define market equilibrium and why we expect markets to move there • We consider effects of shifts in curves on equilibrium price and quantity 3 “Two-curve” analysis • Why is it useful? • Two key variables (price, quantity) • One curve slopes up and the other down • Some exogenous variables affect one curve, others the other • Few affect both • Change in any exogenous variable affects one curve in predictable way: • Intersection moves SE, NE, NW, or SE • Predictable changes in price and quantity exchanged https://www.econgraphs.org/graphs/micro/supply_and_demand/supply_and_demand?textbook=varian 4 Demand function • Relates quantity of good demanded to its relative price • Quantity demanded = amount buyers are willing and able to purchase • Relative price is price of good holding all other goods constant • Reflects decision-making by potential buyers • Demand function: QD = D (P ) • Negative relationship • Downward-sloping curve • Need not be straight line https://www.econgraphs.org/graphs/micro/supply_and_demand/supply_and_demand?textbook=varian 5 Demand curves 6 Demand -
Supply and Demand Is Not a Neoclassical Concern
Munich Personal RePEc Archive Supply and Demand Is Not a Neoclassical Concern Lima, Gerson P. Macroambiente 3 March 2015 Online at https://mpra.ub.uni-muenchen.de/63135/ MPRA Paper No. 63135, posted 21 Mar 2015 13:54 UTC Supply and Demand Is Not a Neoclassical Concern Gerson P. Lima1 The present treatise is an attempt to present a modern version of old doctrines with the aid of the new work, and with reference to the new problems, of our own age (Marshall, 1890, Preface to the First Edition). 1. Introduction Many people are convinced that the contemporaneous mainstream economics is not qualified to explaining what is going on, to tame financial markets, to avoid crises and to provide a concrete solution to the poor and deteriorating situation of a large portion of the world population. Many economists, students, newspapers and informed people are asking for and expecting a new economics, a real world economic science. “The Keynes- inspired building-blocks are there. But it is admittedly a long way to go before the whole construction is in place. But the sooner we are intellectually honest and ready to admit that modern neoclassical macroeconomics and its microfoundationalist programme has come to way’s end – the sooner we can redirect our aspirations to more fruitful endeavours” (Syll, 2014, p. 28). Accordingly, this paper demonstrates that current mainstream monetarist economics cannot be science and proposes new approaches to economic theory and econometric method that after replication and enhancement may be a starting point for the creation of the real world economic theory. -
Theory of Public Goods
Public Goods Private versus Public Goods A private good (bread) exhibits the following two properties: exclusive: A good is exclusive if once you have purchased a good, then you can exclude others from consuming it. rival: A good is rival in consumption, in the sense that once someone buys a loaf of bread and consumes it, then that precludes you from consuming that same loaf of bread. • A rival good is depletable. A technical consequence of depletability is that consumption of additional amounts of rival goods involve some marginal costs of production. A public good (air quality) may exhibit the following two properties: nonexclusive: A good is nonexclusive if no one can be excluded from benefiting from or consuming the good once it is produced. An implication of nonexclusivity is that goods can be enjoyed without direct payment. nonrivalrous: One person's consumption of a good does not diminish the amount or quality available for others. • A nonrival good is nondepletable. A technical consequence of nondepletability is that the marginal cost of providing a nonrival good to an additional consumer is zero. • All public goods exhibit the nonexcludability property but they do not necessarily exhibit the nonrivalrous property. nonrival rival • water pollution in small body of private good excludable water, indoor air pollution pure public good/bad congestible public good/bad • users neither interfere with each • users affect good's usefulness to other nor increase good's others — mutual interference usefulness to each other of users creates negative nonexcludable (free–rider problem) externality (free–access • biodiversity, greenhouse gases problem) • noise, defence, radio signal • ocean fishery, parks • bridge, highway Aggregate Demand Curves for Private and Public Goods 1. -
FACTORS of SUPPLY & DEMAND Price Quantity Supplied
FACTORS OF SUPPLY & DEMAND Imagine that a student signed up for a video streaming subscription, a service that costs $9.00 a month to enjoy binge- worthy television and movies at any time of day. A few months into her subscription, she receives a notification that the monthly price will be increasing to $12.00 a month, which is over a 30 percent price increase! The student can either continue with her subscription at the higher price of $12.00 per month or cancel the subscription and use the $12.00 elsewhere. What should the student do? Perhaps she’s willing to pay $12.00 or more in order to access and enjoy the shows and movies that the streaming service provides, but will all other customers react in the same way? It is likely that some customers of the streaming service will cancel their subscription as a result of the increased price, while others are able and willing to pay the higher rate. The relationship between the price of goods or services and the quantity of goods or services purchased is the focus of today’s module. This module will explore the market forces that influence the price of raw, agricultural commodities. To understand what influences the price of commodities, it’s essential to understand a foundational principle of economics, the law of supply and demand. Understand the law of supply and demand. Supply is the quantity of a product that a seller is willing to sell at a given price. The law of supply states that, all else equal, an increase in price results in an increase in the quantity supplied. -
Macroeconomics: an Introduction the Demand for Money
Lecture Notes for Chapter 7 of Macroeconomics: An Introduction The Demand for Money Copyright © 1999-2008 by Charles R. Nelson 2/19/08 In this chapter we will discuss - What does ‘demand for money’ mean? Why do we need to know about it? What is the price of money? How the supply and demand for money determine the interest rate. The Fed controls the supply of money, so the Fed can control the interest rate. Why Study the Demand for Money? Fed controls the supply of money through open market operations. The demand for money depends on the interest rate. Interest rate is a price, and it adjusts to balance the supply and demand for money. That means the Fed can control interest rates by changing the supply of money. 1 Why are interest rates important? Low interest rates stimulate spending on - plant and equipment - and consumer durables. High interest rates discourage spending, - affect GDP and employment, - finally, prices and wages too. Control over interest rates gives the Fed a lever to move the economy. What is the Demand for Money? How much money would you like to have? - One billion? - Two? That can’t be it. Instead ‘How much money (currency and bank deposits) do you wish to hold, given your total wealth.’ Puzzle - Why hold any money at all? It pays no interest. It loses purchasing power to inflation. 2 Motives for holding money: 1. To settle transactions. - Money is the medium of exchange. 2. As a precautionary store of liquidity. - Money is the most liquid of all assets. -
A Primer on Modern Monetary Theory
2021 A Primer on Modern Monetary Theory Steven Globerman fraserinstitute.org Contents Executive Summary / i 1. Introducing Modern Monetary Theory / 1 2. Implementing MMT / 4 3. Has Canada Adopted MMT? / 10 4. Proposed Economic and Social Justifications for MMT / 17 5. MMT and Inflation / 23 Concluding Comments / 27 References / 29 About the author / 33 Acknowledgments / 33 Publishing information / 34 Supporting the Fraser Institute / 35 Purpose, funding, and independence / 35 About the Fraser Institute / 36 Editorial Advisory Board / 37 fraserinstitute.org fraserinstitute.org Executive Summary Modern Monetary Theory (MMT) is a policy model for funding govern- ment spending. While MMT is not new, it has recently received wide- spread attention, particularly as government spending has increased dramatically in response to the ongoing COVID-19 crisis and concerns grow about how to pay for this increased spending. The essential message of MMT is that there is no financial constraint on government spending as long as a country is a sovereign issuer of cur- rency and does not tie the value of its currency to another currency. Both Canada and the US are examples of countries that are sovereign issuers of currency. In principle, being a sovereign issuer of currency endows the government with the ability to borrow money from the country’s cen- tral bank. The central bank can effectively credit the government’s bank account at the central bank for an unlimited amount of money without either charging the government interest or, indeed, demanding repayment of the government bonds the central bank has acquired. In 2020, the cen- tral banks in both Canada and the US bought a disproportionately large share of government bonds compared to previous years, which has led some observers to argue that the governments of Canada and the United States are practicing MMT. -
The Demand Curve
Introduction to Supply and Demand Markets are … Consumers and producers Exchange goods/services for payment Most basic is a COMPETITIVE MARKET 5 Elements of S&D Model Demand curve 5 Elements of S&D Model Demand curve Supply curve 5 Elements of S&D Model Demand curve Supply curve Equilibrium 5 Elements of S&D Model Demand curve Supply curve Equilibrium Demand and Supply factors Changes in equilibrium The Demand Curve Chapter 3: Supply and Demand (pages 62-71) Think for a minute… How do we calculate the amount of coffee demanded in a given year? We need a DEMAND SCHEDULE… Demand Schedule and Curve Price Quantity Law of Demand ⇑ Price=⇓ Quantity Demanded Downward-sloping curves Change in quantity demanded Caused by a ∆ in PRICE Demand schedule unchanged Movement along curve Determinants of Demand M.E.R.I.T. shifts the curve Market size (# consumers) Expectations Related prices Income Tastes and preferences Shifts in Demand Demand shifts with ∆ M.E.R.I.T. Increase = shift to right Decrease = shift to left Market Size Amount of goods demanded at a given price will change More buyers = ⇑ Demand Fewer buyers = ⇓ Demand Example: Cost of prescription drugs as the population gets older Expectations Future prices, product availability, and income can shift demand Example: What do you do if the price of gas is expected to fall next week? Example: If the iPhone 5 will be released in October what happens to demand for iPhone 4? Related prices Depends on whether the good is a SUBSTITUTE ⇑P for good 1 ⇑D for good 2 Example: Coffee and Tea COMPLEMENT ⇑P for good 1 ⇓D for good 2 Example: Peanut butter and jelly Income ⇑Income = ⇑Demand (usually…) True for NORMAL goods INFERIOR goods are different ⇑ Income = ⇓ Demand Example: Bus vs.