Handbook on Hedonic Indexes and Quality Adjustments in Price Indexes: Special Application to Information Technology Products

This handbook reviews the methods employed in price indexes to adjust for quality change: “conventional” quality adjustment methods, which are explained in Chapter II, and hedonic price indexes (Chapter III). Hedonic indexes have a prominent place in price indexes for information and communication technology (ICT) products in several OECD countries, and are also used for measuring prices for some other goods and services, notably housing. The handbook’s objective is to contribute to a better understanding of the merits and shortcomings of conventional and hedonic methods, and to provide an analytic basis for choosing among them.This handbook compares and contrasts the logic and statistical properties of hedonic methods and conventional methods and the results of employing them in different circumstances. In Chapter IV, it reviews empirical evidence on the difference that alternative methods make in practice, and offers an evaluation framework for determining which is better. In ...

[1]  Richard Stone,et al.  Quantity and Price Indexes in National Accounts. , 1958 .

[2]  W Wyckoff Andrew,et al.  The Impact Of Computer Prices On International Comparisons Of Labour Productivity , 1995 .

[3]  Peter E. Kennedy.  Estimation with Correctly Interpreted Dummy Variables in Semilogarithmic Equations , 1981 .

[4]  R. Feenstra,et al.  High-Frequency Substitution and the Measurement of Price Indexes , 2001 .

[5]  S. Braithwait.  The Substitution Bias of the Laspeyres Price Index: An Analysis Using Estimated Cost-of-Living Indexes , 1980 .

[6]  Robert B. Archibald.  On the Theory of Industrial Price Measurement Output Price Indexes , 1977 .

[7]  Nestor M. Arguea,et al.  Econometric issues of estimating hedonic price functions: With an application to the U.S. market for automobiles , 1993 .

[8]  James W. Longley.  Least squares computations using orthogonalization methods , 1984 .

[9]  Alan G. White,et al.  Hedonic Price Indexes for Personal Computer Operating Systems and Productivity Suites , 2004 .

[10]  P. V. Mulligen,et al.  Quality aspects in price indices and international comparisons , 2003 .

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

[12]  R. Pollak.  The treatment of `quality' in the cost of living index , 1983 .

[13]  C. Schultze.  The Consumer Price Index: Conceptual Issues and Practical Suggestions , 2003 .

[14]  S. Heravi,et al.  Quality Adjustment, Sample Rotation and CPI Practice: An Experiment , 2001 .

[15]  K. Lancaster,et al.  Consumer Demand. A New Approach. , 1972 .

[16]  J. Koerts,et al.  Some Statistical Implications of the Log Transformation of Multiplicative Models , 1972 .

[17]  Keith Cowling,et al.  Price, Quality and Advertising Competition: An Econometric Investigation of the United Kingdom Car Market , 1971 .

[18]  Michael J. Boskin,et al.  Toward a More Accurate Measure of the Cost of Living , 1996 .

[19]  W. M. Gorman.  A Possible Procedure for Analysing Quality Differentials in the Egg Market , 1980 .

[20]  J. Triplett,et al.  Assessing the Quality Error in Output Measures: The Case of Refrigerators , 1977 .

[21]  John S. Greenlees.  Consumer price indexes: methods for quality and variety change , 2000 .

[22]  Timothy J. Bartik,et al.  The Estimation of Demand Parameters in Hedonic Price Models , 1987, Journal of Political Economy.

[23]  Paul A. Armknecht,et al.  Price Imputation and Other Techniques for Dealing with Missing Observations, Seasonality and Quality Change in Price Indices , 1999, SSRN Electronic Journal.

[24]  Richard J McDonald,et al.  An Analysis of Substitution Bias in Measuring Inflation, 1959-85 , 1988 .

[25]  J. Triplett.  Measuring consumption: the post-1973 slowdown and the research issues , 1997 .

[26]  Brent R. Moulton,et al.  RESEARCH ON IMPROVED QUALITY ADJUSTMENT IN THE CPI: THE CASE OF TELEVISIONS , 1998 .

[27]  P. V. Mulligen.  Alternative price indices for computers in the Netherlands using scanner data , 2003 .

[28]  Steven Burt.  THE BIGGER THEY ARE, THE HARDER THEY FALL... , 1991 .

[29]  Z. Griliches,et al.  Auditing the Producer Price Index: Micro Evidence from Prescription Pharmaceutical Preparations , 1992 .

[30]  Paul Chwelos,et al.  Approaches to performance measurement in hedonic analysis: Price indexes for laptop computers in the 1990's , 2003 .

[31]  Barlow Rb,et al.  The impact of computers. , 1993 .

[32]  J. Triplett.  Automobiles and Hedonic Quality Measurement , 1969, Journal of Political Economy.

[33]  Lars Nesheim,et al.  Identification and Estimation of Hedonic Models , 2003, Journal of Political Economy.

[34]  Robert C. Feenstra,et al.  Scanner Data and Price Indexes , 2003 .

[35]  R. Turvey.  Consumer price indices : an ILO manual , 1989 .

[36]  J. Nicholson.  The Measurement of Quality Changes , 1967 .

[37]  P. Colwell,et al.  Who was first? An examination of an early hedonic study , 1999 .

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

[39]  Dennis Epple,et al.  Hedonic Prices and Implicit Markets: Estimating Demand and Supply Functions for Differentiated Products , 1987, Journal of Political Economy.

[40]  Leendert Hoven,et al.  Some observations on quality adjustment in the Netherlands , 2000 .

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

[42]  P. Hill,et al.  International Working Group on Price Indices , 1998 .

[43]  Dennis J. Fixler,et al.  The Use of Hedonic Regressions to Handle Quality Change: The Experience in the U.S. CPI , 2000 .

[44]  L. M. Court.  Entrepreneurial and Consumer Demand Theories for Commodity Spectra: Part I , 1941 .

[45]  F. Lequiller.  The new economy and the measurement of GDP growth , 2001 .

[46]  Jerry Hausman,et al.  Sources of Bias and Solutions to Bias in the Consumer Price Index , 2003 .

[47]  Antoine Moreau.  Methodology of the Price Index for Microcomputers and Printers in France , 1999 .

[48]  Robert C. Feenstra.  Exact Hedonic Price Indexes , 1995 .

[49]  Z. Griliches,et al.  Issues in Growth Accounting: A Reply to Edward F. Denison , 1972 .

[50]  E. Hofsten.  Price indexes and quality changes , 1953 .

[51]  W. Dickens,et al.  Error Components in Grouped Data: Why It&Apos;S Never Worth Weighting , 1985 .

[52]  H. S. Houthakker,et al.  Compensated Changes in Quantities and Qualities Consumed , 1952 .

[53]  S. Heravi,et al.  The Measurement of Quality-Adjusted Price Changes , 2003 .

[54]  H. Raghav Rao,et al.  Hedonic price analysis of workstation attributes , 1993, CACM.

[55]  Neil Gandal.  Hedonic Price Indexes for Spreadsheets and an Empirical Test for Network Externalities , 1994 .

[56]  Dietmar Moch.  Price Indices for Information and Communication Technology Industries - an Application to the German Pc Market , 2001 .

[57]  James J. Heckman,et al.  Identifying Hedonic Models , 2002 .

[58]  Erik Arnold.  Targeting the computer : K. Flamm, (The Brookings Institution, Washington, 1987) , 1989 .

[59]  Zvi Griliches,et al.  Automobile Prices Revisited: Extensions of the Hedonic Hypothesis , 1976 .

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

[61]  D. Jorgenson,et al.  TRANSCENDENTAL LOGARITHMIC PRODUCTION FRONTIERS , 1973 .

[62]  W. Oi.  Productivity in the Distributive Trades: The Shopper and the Economies of Massed Reserves , 1992 .

[63]  J. Triplett,et al.  Why the CPI matched models method may fail us : results from an hedonic and matched experiment using scanner data , 2001 .

[64]  J. Dalén.  Statistical targets for price indexes in dynamic universes , 2001 .

[65]  Zvi Griliches,et al.  Price Indexes for Microcomputers: an Exploratory Study , 1990 .

[66]  Ariel Pakes,et al.  A Reconsideration of Hedonic Price Indexes with an Application to Pc's , 2002 .

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

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

[69]  Ellen L. Dulberger,et al.  Sources of Price Decline in Computer Processors: Selected Electronic Components , 1993 .

[70]  Paul A. Armknecht.  Improving the Efficiency of the U.S. CPI , 1996 .

[71]  D. Ironmonger.  New commodities and consumer behaviour , 1972 .

[72]  Steven T. Berry,et al.  Automobile Prices in Market Equilibrium , 1995 .

[73]  R. Pollak,et al.  True Cost of Living Indexes , 2000 .

[74]  Edward Fulton Denison,et al.  Estimates of Productivity Change by Industry: An Evaluation and an Alternative , 1989 .

[75]  R. Allen,et al.  Index Numbers in Theory and Practice. , 1976 .

[76]  W. Nordhaus,et al.  The Progress of Computing , 2001 .

[77]  C. Blackorby,et al.  Indices and Subindices of the Cost of Living and the Standard of Living , 1978 .

[78]  D. Cox,et al.  An Analysis of Transformations , 1964 .

[79]  Kenneth Flamm,et al.  Measurement of DRAM Prices: Technology and Market Structure , 1993 .

[80]  Jack E. Triplett,et al.  Concepts of Quality in Input and Output Price Measures: A Resolution of the User-Value Resource-Cost Debate , 1982 .

[81]  Robert P. Parker,et al.  Recognition of Business and Government Expenditures for Software as Investment: Methodology and Quantitative Impacts, 1959-98 , 2000 .

[82]  J. Triplett.  6. Quality Bias in Price Indexes and New Methods of Quality Measurement , 1971 .

[83]  Mick Silver,et al.  Scanner Data and the Measurement of Inflation , 2001 .

[84]  W. Erwin Diewert,et al.  Hedonic Regressions : A Consumer Theory Approach , 2001 .

[85]  Zvi Griliches,et al.  Price Indexes and Quality Change: Studies in New Methods of Measurement , 1971 .

[86]  J. Dalén.  Studies on the Comparability of Consumer Price Indices , 1998 .

[87]  Robert A. Pollak,et al.  The Theory of the Cost-of-Living Index , 1989 .

[88]  C. Hulten,et al.  Price Hedonics: A Critical Review , 2003 .

[89]  J. Dalén.  On the statistical objective of a Laspeyres’ price index , 1998 .

[90]  Dietmar Harhoff,et al.  Price indexes for PC database software and the value of code compatibility , 1997 .

[91]  Jakob B. Madsen.  Book review: Basic Econometrics, Damodar N. Gujarati, McGraw-Hill, New York, 1995 , 1998 .

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

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

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

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

[96]  Jr. Montgomery Phister,et al.  Data processing technology and economics , 1976 .

[97]  Kenneth E. Knight,et al.  A functional and structural measurement of technology , 1985 .

[98]  Frederick V. Waugh,et al.  Quality Factors Influencing Vegetable Prices , 1928 .

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

[100]  Jeffrey M. Wooldridge,et al.  Introductory Econometrics: A Modern Approach , 1999 .

[101]  A. Goldberger.  A course in econometrics , 1991 .

[102]  Hedonics and the Consumer Price Index , 2005 .

[103]  C. Schultze,et al.  At what price? : conceptualizing and measuring cost-of-living and price indexes , 2002 .

[104]  J. Hausman.  Valuation of New Goods Under Perfect and Imperfect Competition , 1994 .

[105]  Zvi Griliches,et al.  On an Index of Quality Change , 1961 .

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

[107]  Kenneth Flamm,et al.  Targeting the Computer: Government Support and International Competition , 1987 .

[108]  Jack E. Triplett,et al.  Consumer Demand and Characteristics of Consumption Goods , 1976 .

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

[110]  Jaison R. Abel,et al.  NBER WORKING PAPER SERIES PRICE INDEXES FOR MICROSOFT’S PERSONAL COMPUTER SOFTWARE PRODUCTS , 2003 .

[111]  Ian Crawford,et al.  The Cost of Living with the RPI: Substitution Bias in the UK Retail Prices Index , 2001 .

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

[113]  David Autor,et al.  Computerization and Skills: Examples from a Car Dealership , 1999 .

[114]  Paul McCarthy.  Computer prices : How good is the quality adjustment ? , 1997 .

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

[116]  B. Balk.  ON THE USE OF UNIT VALUE INDICES AS CONSUMER PRICE SUBINDICES , 1998 .

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

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