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This book develops the theory of productivity measurement using the
empirical index number approach. The theory uses multiplicative
indices and additive indicators as measurement tools, instead of
relying on the usual neo-classical assumptions, such as the
existence of a production function characterized by constant
returns to scale, optimizing behavior of the economic agents, and
perfect foresight. The theory can be applied to all the common
levels of aggregation (micro, meso, and macro), and half of the
book is devoted to accounting for the links existing between the
various levels. Basic insights from National Accounts are thereby
used. The final chapter is devoted to the decomposition of
productivity change into the contributions of efficiency change,
technological change, scale effects, and input or output mix
effects. Applications on real-life data demonstrate the empirical
feasibility of the theory. The book is directed to a variety of
overlapping audiences: statisticians involved in measuring
productivity change; economists interested in growth accounting;
researchers relating macro-economic productivity change to its
industrial sources; enterprise micro-data researchers; and business
analysts interested in performance measurement.
Industrial Price, Quantity, and Productivity Indices: The
Micro-Economic Theory and an Application gives a comprehensive
account of the micro-economic foundations of industrial price,
quantity, and productivity indices. The various results available
from the literature have been brought together into a consistent
framework, based upon modern duality theory. This integration also
made it possible to generalize several of these results. Thus, this
book will be an important resource for theoretically as well as
empirically-oriented researchers who seek to analyse economic
problems with the help of index numbers. Although this book's
emphasis is on micro-economic theory, it is also intended as a
practical guide. A full chapter is therefore devoted to an
empirical application. Three different approaches are pursued: a
straightforward empirical approach, a non-parametric estimation
approach, and a parametric estimation approach. As well as
illustrating some of the more important concepts explored in this
book, and showing to what extent different computational approaches
lead to different outcomes for the same measures, this chapter also
makes a powerful case for the use of enterprise micro-data in
economic research.
This book develops the theory of productivity measurement using the
empirical index number approach. The theory uses multiplicative
indices and additive indicators as measurement tools, instead of
relying on the usual neo-classical assumptions, such as the
existence of a production function characterized by constant
returns to scale, optimizing behavior of the economic agents, and
perfect foresight. The theory can be applied to all the common
levels of aggregation (micro, meso, and macro), and half of the
book is devoted to accounting for the links existing between the
various levels. Basic insights from National Accounts are thereby
used. The final chapter is devoted to the decomposition of
productivity change into the contributions of efficiency change,
technological change, scale effects, and input or output mix
effects. Applications on real-life data demonstrate the empirical
feasibility of the theory. The book is directed to a variety of
overlapping audiences: statisticians involved in measuring
productivity change; economists interested in growth accounting;
researchers relating macro-economic productivity change to its
industrial sources; enterprise micro-data researchers; and business
analysts interested in performance measurement.
Industrial Price, Quantity, and Productivity Indices: The
Micro-Economic Theory and an Application gives a comprehensive
account of the micro-economic foundations of industrial price,
quantity, and productivity indices. The various results available
from the literature have been brought together into a consistent
framework, based upon modern duality theory. This integration also
made it possible to generalize several of these results. Thus, this
book will be an important resource for theoretically as well as
empirically-oriented researchers who seek to analyse economic
problems with the help of index numbers. Although this book's
emphasis is on micro-economic theory, it is also intended as a
practical guide. A full chapter is therefore devoted to an
empirical application. Three different approaches are pursued: a
straightforward empirical approach, a non-parametric estimation
approach, and a parametric estimation approach. As well as
illustrating some of the more important concepts explored in this
book, and showing to what extent different computational approaches
lead to different outcomes for the same measures, this chapter also
makes a powerful case for the use of enterprise micro-data in
economic research.
Price and quantity indices are important, much-used measuring
instruments, and it is therefore necessary to have a good
understanding of their properties. When it was published, this book
is the first comprehensive text on index number theory since Irving
Fisher's 1922 The Making of Index Numbers. The book covers
intertemporal and interspatial comparisons; ratio- and
difference-type measures; discrete and continuous time
environments; and upper- and lower-level indices. Guided by
economic insights, this book develops the instrumental or axiomatic
approach. There is no role for behavioural assumptions. In addition
to subject matter chapters, two entire chapters are devoted to the
rich history of the subject.
Price and quantity indices are important, much-used measuring
instruments, and it is therefore necessary to have a good
understanding of their properties. When it was published, this book
is the first comprehensive text on index number theory since Irving
Fisher's 1922 The Making of Index Numbers. The book covers
intertemporal and interspatial comparisons; ratio- and
difference-type measures; discrete and continuous time
environments; and upper- and lower-level indices. Guided by
economic insights, this book develops the instrumental or axiomatic
approach. There is no role for behavioural assumptions. In addition
to subject matter chapters, two entire chapters are devoted to the
rich history of the subject.
This is the sixth in a sequence of volumes about the official
statistics measures of inflation and productivity for nations. Part
I papers deal with productivity measures and decompositions. Part
II papers focus on the properties of alternative index number
formulas for price and productivity measurement. Unlike the other
volume in this series, this volume is intended for specialists.
This is the second in a sequence of volumes about the official
statistics measures of inflation and productivity for nations. The
volume focus is seasonality. The usual assumption in the index
number literature is that the periods are entire years. In actual
applications, imputation or deletion of seasonal products is
common. The papers in this volume demonstrate better ways of
handling seasonal products in price indexes.
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