Scanner Data and Price Indexes

Every time you buy a can of tuna or a new television, its bar code is scanned to record its price and other information. These "scanner data" offer a number of attractive features for economists and statisticians, because they are collected continuously, are available quickly, and record prices for all items sold, not just a statistical sample. But scanner data also present a number of difficulties for current statistical systems. Scanner Data and Price Indexes assesses both the promise and the challenges of using scanner data to produce economic statistics. Three papers present the results of work in progress at statistical agencies in the U.S., United Kingdom, and Canada, including a project at the U.S. Bureau of Labor Statistics to investigate the feasibility of incorporating scanner data into the monthly Consumer Price Index. Other papers demonstrate the enormous potential of using scanner data to test economic theories and estimate the parameters of economic models, and provide solutions for some of the problems that arise when using scanner data, such as dealing with missing data.

[1]  H. Steinhaus The Problem of Estimation , 1957 .

[2]  S. Rosen Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition , 1974, Journal of Political Economy.

[3]  Peter E. Rossi,et al.  Why Don't Prices Rise During Periods of Peak Demand? Evidence from Scanner Data , 2002 .

[4]  Walter Diewert,et al.  Exact and superlative index numbers , 1976 .

[5]  Z. Griliches,et al.  1. Introduction: Hedonic Price Indexes Revisited , 1971 .

[6]  Bias in the compilation of consumer price indices when different models of an item co-exist , 2000 .

[7]  Aviv Nevo Measuring Market Power in the Ready-to-Eat Cereal Industry , 1998 .

[8]  J. Hicks,et al.  Value and Capital , 2017 .

[9]  F. Scherer,et al.  Industrial Market Structure and Economic Performance. , 1971 .

[10]  Ernst R. Berndt,et al.  Price and Quality of Desktop and Mobile Personal Computers: A Quarter-Century Historical Overview , 2001 .

[11]  M. S. Silver Elementary Aggregates, Micro-Indices and Scanner Data: Some Issues in the Compilation of Consumer Pr , 1995 .

[12]  Rajiv Lal,et al.  The Inverse Relationship Between Manufacturer and Retailer Margins: A Theory , 1996 .

[13]  Generics and New Goods in Pharmaceutical Price Indexes: Comment , 1997 .

[14]  J. Hicks The Valuation of the Social Income , 1940 .

[15]  W. Diewert Superlative Index Numbers and Consistency in Aggregation , 1978 .

[16]  F. Forsyth,et al.  The Theory and Practice of Chain Price Index Numbers , 1981 .

[17]  Laura Blow,et al.  Cost-of-living indices and revealed preference , 1999 .

[18]  W. Erwin Diewert,et al.  Index Number Issues in the Consumer Price Index , 1998 .

[19]  J. Muellbauer,et al.  Household Production Theory, Quality, and the "Hedonic Technique." , 1974 .

[20]  M. Cropper,et al.  On the Choice of Functional Form for Hedonic Price Functions , 1988 .

[21]  R. Nelson,et al.  A Quality-Adjusted Price Index for Personal Computers , 1994 .

[22]  W. Diewert Aggregation Problems in the Measurement of Capital , 1980 .

[23]  Cheng Hsiao,et al.  Estimating consumer preferences using market data—an application to us automobile demand , 1994 .

[24]  D. McFadden Econometric Models of Probabilistic Choice , 1981 .

[25]  D. Jorgenson,et al.  Transcendental Logarithmic Utility Functions , 1975 .

[26]  Robert J. Gordon,et al.  The measurement of durable goods prices , 1991 .

[27]  J. Perloff,et al.  Modern Industrial Organization , 1990 .

[28]  David W. Wilcox,et al.  Alternative Strategies for Aggregating Prices in the CPI , 1997 .

[29]  R. Feenstra New Product Varieties and the Measurement of International Prices , 1994 .

[30]  A. Konuş,et al.  The Problem of the True Index of the Cost of Living , 1939 .

[31]  Jerry A. Hausman,et al.  Cellular Telephone, New Products and the CPI , 1997 .

[32]  Zvi Griliches,et al.  Generics and New Goods in Pharmaceutical Price Indexes , 1993 .

[33]  New products and the index of industrial production , 1980 .

[34]  Paul A. Armknecht,et al.  New Products and the U.S. Consumer Price Index , 1996 .

[35]  Walter Diewert,et al.  An Application of the Shephard Duality Theorem: A Generalized Leontief Production Function , 1971, Journal of Political Economy.

[36]  R. Betancourt,et al.  The demand for retail products and the household production model: New views on complementarity and substitutability , 1992 .

[37]  M. Bils The Cyclical Behavior of Marginal Cost and Price , 1987 .

[38]  Z. Griliches,et al.  Econometric Estimates of Prices Indexes for Personal Computers in the 1990s , 1993 .

[39]  Marshall B. Reinsdorf,et al.  The Sato–Vartia index and the monotonicity axiom , 1999 .

[40]  Dennis Fixler,et al.  Incorporating ancillary measures of process and quality change into a superlative productivity index , 1992 .

[41]  Garth Saloner,et al.  A Supergame-Theoretic Model of Price Wars during Booms , 1986 .

[42]  W. Diewert Axiomatic and Economic Approaches to Elementary Price Indexes , 1995 .

[43]  Matthew D. Shapiro,et al.  Mismeasurement in the Consumer Price Index: An Evaluation , 1996, NBER Macroeconomics Annual.

[44]  R. Schmalensee Entry Deterrence in the Ready-to-Eat Breakfast Cereal Industry , 1978 .

[45]  Kevin M. Murphy,et al.  A Simple Theory of Advertising as a Good , 1993 .

[46]  P. Dhrymes 4. Price and Quality Changes in Consumer Capital Goods: An Empirical Study , 1971 .

[47]  Robert E. Hall,et al.  The Relation between Price and Marginal Cost in U.S. Industry , 1988, Journal of Political Economy.

[48]  E. Mills,et al.  New Hedonic Estimates of Regional Constant Quality House Prices , 1996 .

[49]  J. Tirole The Theory of Industrial Organization , 1988 .

[50]  Peter E. Rossi,et al.  Determinants of Store-Level Price Elasticity , 1995 .

[51]  Katharine G. Abraham,et al.  Working to Improve the Consumer Price Index , 1998 .

[52]  Johannes Hoffmann Problems of Inflation Measurement in Germany , 1998, SSRN Electronic Journal.

[53]  Alastair Cunningham,et al.  Measurement Bias in Price Indices: An Application to the UK's RPI , 1996 .

[54]  Mick Silver,et al.  An Evaluation Of The Use Of Hedonic Regressions For Basic Components Of Consumer Price Indices , 1999 .

[55]  Daniel Levy,et al.  Heterogeneity in Price Rigidity: Evidence from a Case Study Using Microlevel Data , 2002 .

[56]  Neil Gandal,et al.  Competing Compatibility Standards and Network Externalities in the PC Software Market , 1995 .

[57]  Walter Diewert,et al.  Duality approaches to microeconomic theory , 1993 .

[58]  Robert B. Barsky,et al.  The Timing and Magnitude of Retail Store Markdowns: Evidence from Weekends and Holidays , 1995 .

[59]  G. R. Davies The Problem of a Standard Index Number Formula , 1924 .

[60]  A. Goldberger The Interpretation and Estimation of Cobb-Douglas Functions , 1968 .

[61]  Zvi Griliches,et al.  Hedonic Price Indexes and the Measurement of Capital and Productivity: Some Historical Reflections , 1988 .

[62]  John Sutton,et al.  Sunk Cost and Market Structure , 1992 .

[63]  Ernst R. Berndt,et al.  The Practice of Econometrics: Classic and Contemporary. , 1992 .

[64]  Jack E. Triplett,et al.  Hedonic Methods in Statistical Agency Environments: An Intellectual Biopsy , 1991 .

[65]  J. Triplett Should the Cost-of-living Index Provide the Conceptual Framework for a Consumer Price Index? , 2001 .

[66]  C. Walsh The measurement of general exchange-value , 1901 .

[67]  Brent R. Moulton,et al.  Addressing the Quality Change Issue in the Consumer Price Index , 1997 .