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Introduction            The Model            Equilibrium        Results        Conclusion




               World Trade Patterns and Prices: The Role of Productivity and
                                  Quality Heterogeneity


                                    Cristiana Benedetti Fasil
                                             (UCL)
                                        Teodora Borota
                                      (Uppsala University)




                                       Bank of Estonia
                                        May 24, 2012
Introduction                The Model               Equilibrium              Results                Conclusion




               Data on product level export and import prices has been exploited as evidence of
               countries technological development, trade specialization and demand schedules

               Facts on world trade patterns and prices have been established


               On top of that interest, empirical studies attempt to test the validity of the new
               trade theory that relies on firm heterogeneity and firm selection


               We attempt to reconcile the theoretical alternatives and match two sets of
               evidence:
               ⇒ Exporting strategies and pricing within a country
               ⇒ World trade patterns and prices


               What is the role of firms’ productivity - quality and efficiency?
Introduction                The Model              Equilibrium              Results               Conclusion




Theoretical literature and Evidence (I)




               Melitz (2003): higher productivity/profitability/export success - lower prices

               Baldwin and Harrigan (2007): product quality
               higher productivity/profitability/export success - higher prices


               The truth lies somewhere in between

               Baldwin and Ito (2008) identify three types of products - (1) price increases with
               "difficulty" of the export market (quality-competition goods), (2) price-difficulty
               relationship is negative (price-competition) and (3) can not be placed in either
               category

               The share of (3) lines is lower for developed countries, the share of (1) lines rises
               with the development of the country
               Crozet et al. (2011) find similar results and also that for highly priced product
               lines (assumingly high quality ones) the price competition seems to be in place
Introduction               The Model              Equilibrium            Results               Conclusion




Evidence (II)




               Trade patterns and intensities within and across regions of the North and the
               South (developed N, and developing S)


               The most intense trade flows are N-N, then N-S and S-S


               Product quality as determinant of trade specialization between N and S
Introduction               The Model               Equilibrium             Results               Conclusion




Evidence (II)



               Export prices increase with income per capita of the origin (Schott (2004) for US)
                    N specializes in the production of relatively higher quality


               Import prices are positively related to income per capita (Fieler, 2007)

               For a given exporter, import prices are positively related to income per capita
               (Fieler, 2007)
                    N consumes relatively higher quality


               Melitz (2003): negative relation between export prices and income per
               capita/technology

               Baldwin and Harrigan (2007): negative relationship between income per capita
               and import prices, also conditional on exporter
Introduction               The Model              Equilibrium            Results              Conclusion




Contribution




               Model of industry and a space of products distributed over efficiency and quality
               dimensions

               We introduce a separate measure of cost efficiency which affects the marginal
               cost independently of the quality

               We use homothetic preferences (standard CES, quality augmented) and turn to
               supply side for the reasons of differences in demand schedules


               Fixed costs result in firms partitioning and thus different demand schedules
               across regions


               Price distribution determined by partitioning in efficiency - quality space which
               have the opposite effect on price


               ⇒ Generate trade patterns and prices consistent with evidence
Introduction               The Model                       Equilibrium                    Results              Conclusion




Consumer Problem - Homothetic Preferences




               2 regions; 2 symmetric countries in each region: 2N-2S

               Preferences are the same in all 4 countries

               For J = {N, S}
                                                                1
                                                                α
                         max               (qt (i)xt (i))α di            s.t. EtJ =           pt (i)xt (i)di
                           x       i∈I J                                              i∈I J

                                                XtJ


                           where I N = I ND + I NN + 2I SN and I S = I SD + I SS + 2I NS

        ⇒ Demand for each good i of quality q(i):
                                                                           1
                                                         PtJ qtα (i)      1−α
                                            xt (i) =                            XtJ
                                                           pt (i)
Introduction                The Model                 Equilibrium      Results   Conclusion




Production




        Firm i is defined by: (a(i), q(i)),
               a(i) is labor efficiency
               q(i) is the quality of the variety

        Production technology is

                                               xt (i) = At (i)nt (i)

        with two dimensions of productivity:
                                                       χ
                                             At (i) = at (i)qt (i)−η

        ⇒ higher quality varieties are more difficult to produce
        ⇒ asymmetry between firm’s cost efficiency and product quality
Introduction               The Model                    Equilibrium                Results   Conclusion




Profit Maximization




        Domestic market:
                                       πtJD (a, q) = ptJD xtD − wtJ ntD − w J cf
        Foreign market:
                                   πtJX (a, q) = ptJX xtX − wtJ ntX − w J cex
        where   wN   = 1 numeraire


               π N = π ND + max{0, π NN } + 2 max{0, π NS }

               π S = π SD + max{0, π SS } + 2 max{0, π SN }
Introduction              The Model                  Equilibrium                         Results   Conclusion




Optimal Quantities




        ⇒ Monopolistic price - pricing quality:
                                                               wtJ qtη (i)
                                        ptJD (a(i), q(i)) =          χ
                                                                   αat (i)

        ⇒ Production:
                                                          χ                   1
                                                        αat (i)P J           1−α
                                xtJ (a(i), q(i)) =                                 XtJ
                                                      qt (i)η−α w J

        ⇒ Profits:
                                          χ                    α
                                        αat (i)qt (i)1−η      1−α                    1
                    πt (a(i), q(i)) =                                 (1 − α)Pt1−α Xt − wcf .
                                               w
Introduction                The Model                           Equilibrium               Results   Conclusion




Entry




               Sunk entry cost, ce , expressed in terms of labor
               Firms draw productivity and quality from a distribution GJ (a, q), with density
               g J (a, q)

               g N (a, q) is log-normal and exogenous

               g S (a, q|µN ) is log-normal but the mean of g S is a constant fraction θ of the
               mean of the surviving firms in the North, µN


               Free-entry condition
                                  N
                             Π =                           π N (a, q)g N (a, q)dqda = w N ce ,
                                           N
                                          ax (q)       Q
                              S
                            Π =                        π S (a, q)g S (a, q|µN )dqda = w S ce .
                                         S
                                        ax (q)     Q
Introduction                The Model              Equilibrium            Results              Conclusion




Exit & partitioning




               Firms exit when the profits are not enough to cover the fixed operational cost, cf


               Exit cut-off functions for given q ∈ Q for both North and South:


               For a given q:
               low ’a’ firms exit
               intermediate ’a’ firms sell only at home
               high ’a’ sell at home and abroad (partition assured by the conditions on the fixed
               costs)
Introduction                The Model                Equilibrium                 Results           Conclusion




Firms Distribution




               Density of firms conditional on successful entry
                                               g(a,q)
                                             1−G(ax (q),q)
                                                              if a(q) ≥ ax (q)
                               µ(a, q) =
                                            0      otherwise


                J           J
               Pin = 1 − G(ax (q), q) is the ex-ante probability of surviving

                              JJ,K
                JJ,K    1−G(aex (q),q)
               Pex =           J         is the ex-ante probability that successful firms export,
                         1−G(ax (q),q)
               defined for all possible export origins and destinations (N-N, N-S, S-N and S-S)
Introduction               The Model                 Equilibrium                    Results      Conclusion




Cutoff functions




        For given q ∈ Q for both North and South:
               Exit cutoffs, depend on the own country aggregate:
                                                                         1−α                 1

                                 J                   w J cf               α    1 wJ          χ
                                ax (q)   =                   α
                                               (1 − α)P
                                                          J 1−α
                                                                   EJ          α q 1−η

               Export cutoffs, depend on the foreign country aggregates:
                                                                        1−α              1

                             JJ                   w J cex                α    1 wJτ      χ
                            aex (q) =                      α
                                             (1 − α)P
                                                        J 1−α
                                                                EJ            α q 1−η
                                                                        1−α              1

                            JK                    w J cex                α    1 wJτ      χ
                           aex (q) =                       α
                                             (1 − α)P
                                                        K 1−α K
                                                             E                α q 1−η
Introduction               The Model              Equilibrium            Results                Conclusion




Aggregates




               The mass of incumbents in each country, I, is pinned down by the labor market
               clearing condition and it represents the measure of varieties produced

               The mass of exporting firms (varieties) Iex = Pex I

               Mass of available varieties in each country is given by the mass of varieties
               produced domestically plus the mass of varieties imported from the other three
               regions, e.g. for one North region

               M N = I N + Iex + 2Iex
                            NN     SN
Introduction         The Model                   Equilibrium                Results        Conclusion




Calibration

               Targets                    Data          Model
               North-North Export Share   52.69%        54.95%
               North-South Export Share   40.86%        42.49%
               North Exit Rate            10%           10.43%
               South Exit Rate            20%           23.43%
               Wage Ratio w s /w N        0.4           0.41
               Calibrated Parameters
               θ                          0.18
               σ                          0.5
               cf                         11.42%        of avg North domestic employment
               cex                        29.51%        of avg North domestic employment
               ce                         38%           of avg North domestic employment
               Other Parameters
               α                          0.73
               χ                          0.5
               η                          0.86
               δ                          0.5%
               τ                          1
               gN                         4.1
               LN = LS                    1
Introduction         The Model   Equilibrium   Results   Conclusion




Firms Distribution
Introduction         The Model                            Equilibrium                            Results                           Conclusion




Firms Partitioning




                                                                                                       Export to North and South
                                                                                     NORTH
                                 150                                                                   Export to North
                                                                                                       Domestic
                                                                                                       Exit
                       quality   100


                                  50


                                   0
                                       0   20   40   60   80     100     120   140   160   180
                                                          productivity

                                                                                     SOUTH
                                 150
                       quality




                                 100


                                  50


                                   0
                                           20   40   60   80     100     120   140   160   180
                                                          productivity
Introduction                     The Model                            Equilibrium                        Results         Conclusion




Distribution of Prices



                           180


                           160


                           140


                           120


                           100
                 quality




                            80               Domestic        Export            Export to
                                   Exit
                                             market          to                North and
                                                             North             South
                            60


                            40


                            20


                             0
                                     20       40        60      80       100         120   140     160    180      200
                                                                      productivity




                                      Average Price                              North           South
                                      Exports                                   4.0739           0.9495
                                      Imports                                   1.0072           0.9101
                                      Imports from North                        4.2514           3.9861
                                      Imports from South                        1.0008           0.9054
Introduction                 The Model                  Equilibrium                   Results                   Conclusion




Distribution of Expenditure over Quality




                         5               Expenditure share per variety over quality
                     x 10
                5
                                                                                                  North
               4.5                                                                                South


                4

               3.5

                3

               2.5

                2

               1.5

                1

               0.5

                0
                     0       20     40   60        80      100        120     140     160       180       200
                                                          quality
Introduction                 The Model             Equilibrium                Results             Conclusion




Total Trade Values: Imports+Exports




                        4                     Value of total trade
                    x 10
               16
                                                                                          N−N
               14                                                                         S−S
                                                                                          N−S

               12

               10

                8

                6

                4

                2

                0
                    0       20     40    60   80     100         120   140   160    180     200
                                                    quality
Introduction                The Model               Equilibrium               Results            Conclusion




Endogenous quality - a representative product line




               a representative product line - a reduced form model, one productivity dimension
               taking into account distribution of firms
               quality as a function of efficiency - increasing, but at a decreasing rate for higher
               values of efficiency
                                                                 β
                                                  q(a) = aea−a                                   (1)
               price is not a monotonic function of efficiency (and quality)
                                                                  β
                                                p(a) = e(a−a          )χ
                                                                                                 (2)

               profits are increasing in efficiency
                                                                  β
                                                    Π = aea−a                                    (3)
Introduction         The Model            Equilibrium   Results   Conclusion




Endogenous quality - a representative product line
Introduction               The Model              Equilibrium             Results              Conclusion




Conclusion




               Four countries N-S trade model with two-dimensional firm heterogeneity and
               firms distribution that matches stylized facts on world trade patterns

               Allows to match data on the export/import prices in relation to income per capita

               Positive relation between income per capita and import prices, conditional on
               exporter

               Generate differences between the consumption bundles of N and S even with
               homothetic preferences
                    North consume more high quality
                    South consume more low quality
Introduction               The Model                                                  Equilibrium                                               Results   Conclusion




Profits

        ⇒ Profits:
                                                                   χ                                              α
                                                                 αat (i)qt (i)1−η                                1−α                        1
                     πt (a(i), q(i)) =                                                                                       (1 − α)Pt1−α Xt − wcf .
                                                                            w

               π(a, q) increasing and concave in a and q

                                                                                 Profits Distribution in Open Economy
                                                        50

                                                        45

                                                        40

                                                        35

                                                        30
                                         productivity




                                                        25

                                                        20

                                                        15

                                                        10

                                                         5

                                                         0
                                                             0     5   10   15        20         25         30          35   40   45   50
                                                                                               quality

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Cristiana Benedetti Fasil, Teodora Borota. World Trade Patterns and Prices: The Role of Productivity and Quality Heterogeneity

  • 1. Introduction The Model Equilibrium Results Conclusion World Trade Patterns and Prices: The Role of Productivity and Quality Heterogeneity Cristiana Benedetti Fasil (UCL) Teodora Borota (Uppsala University) Bank of Estonia May 24, 2012
  • 2. Introduction The Model Equilibrium Results Conclusion Data on product level export and import prices has been exploited as evidence of countries technological development, trade specialization and demand schedules Facts on world trade patterns and prices have been established On top of that interest, empirical studies attempt to test the validity of the new trade theory that relies on firm heterogeneity and firm selection We attempt to reconcile the theoretical alternatives and match two sets of evidence: ⇒ Exporting strategies and pricing within a country ⇒ World trade patterns and prices What is the role of firms’ productivity - quality and efficiency?
  • 3. Introduction The Model Equilibrium Results Conclusion Theoretical literature and Evidence (I) Melitz (2003): higher productivity/profitability/export success - lower prices Baldwin and Harrigan (2007): product quality higher productivity/profitability/export success - higher prices The truth lies somewhere in between Baldwin and Ito (2008) identify three types of products - (1) price increases with "difficulty" of the export market (quality-competition goods), (2) price-difficulty relationship is negative (price-competition) and (3) can not be placed in either category The share of (3) lines is lower for developed countries, the share of (1) lines rises with the development of the country Crozet et al. (2011) find similar results and also that for highly priced product lines (assumingly high quality ones) the price competition seems to be in place
  • 4. Introduction The Model Equilibrium Results Conclusion Evidence (II) Trade patterns and intensities within and across regions of the North and the South (developed N, and developing S) The most intense trade flows are N-N, then N-S and S-S Product quality as determinant of trade specialization between N and S
  • 5. Introduction The Model Equilibrium Results Conclusion Evidence (II) Export prices increase with income per capita of the origin (Schott (2004) for US) N specializes in the production of relatively higher quality Import prices are positively related to income per capita (Fieler, 2007) For a given exporter, import prices are positively related to income per capita (Fieler, 2007) N consumes relatively higher quality Melitz (2003): negative relation between export prices and income per capita/technology Baldwin and Harrigan (2007): negative relationship between income per capita and import prices, also conditional on exporter
  • 6. Introduction The Model Equilibrium Results Conclusion Contribution Model of industry and a space of products distributed over efficiency and quality dimensions We introduce a separate measure of cost efficiency which affects the marginal cost independently of the quality We use homothetic preferences (standard CES, quality augmented) and turn to supply side for the reasons of differences in demand schedules Fixed costs result in firms partitioning and thus different demand schedules across regions Price distribution determined by partitioning in efficiency - quality space which have the opposite effect on price ⇒ Generate trade patterns and prices consistent with evidence
  • 7. Introduction The Model Equilibrium Results Conclusion Consumer Problem - Homothetic Preferences 2 regions; 2 symmetric countries in each region: 2N-2S Preferences are the same in all 4 countries For J = {N, S} 1 α max (qt (i)xt (i))α di s.t. EtJ = pt (i)xt (i)di x i∈I J i∈I J XtJ where I N = I ND + I NN + 2I SN and I S = I SD + I SS + 2I NS ⇒ Demand for each good i of quality q(i): 1 PtJ qtα (i) 1−α xt (i) = XtJ pt (i)
  • 8. Introduction The Model Equilibrium Results Conclusion Production Firm i is defined by: (a(i), q(i)), a(i) is labor efficiency q(i) is the quality of the variety Production technology is xt (i) = At (i)nt (i) with two dimensions of productivity: χ At (i) = at (i)qt (i)−η ⇒ higher quality varieties are more difficult to produce ⇒ asymmetry between firm’s cost efficiency and product quality
  • 9. Introduction The Model Equilibrium Results Conclusion Profit Maximization Domestic market: πtJD (a, q) = ptJD xtD − wtJ ntD − w J cf Foreign market: πtJX (a, q) = ptJX xtX − wtJ ntX − w J cex where wN = 1 numeraire π N = π ND + max{0, π NN } + 2 max{0, π NS } π S = π SD + max{0, π SS } + 2 max{0, π SN }
  • 10. Introduction The Model Equilibrium Results Conclusion Optimal Quantities ⇒ Monopolistic price - pricing quality: wtJ qtη (i) ptJD (a(i), q(i)) = χ αat (i) ⇒ Production: χ 1 αat (i)P J 1−α xtJ (a(i), q(i)) = XtJ qt (i)η−α w J ⇒ Profits: χ α αat (i)qt (i)1−η 1−α 1 πt (a(i), q(i)) = (1 − α)Pt1−α Xt − wcf . w
  • 11. Introduction The Model Equilibrium Results Conclusion Entry Sunk entry cost, ce , expressed in terms of labor Firms draw productivity and quality from a distribution GJ (a, q), with density g J (a, q) g N (a, q) is log-normal and exogenous g S (a, q|µN ) is log-normal but the mean of g S is a constant fraction θ of the mean of the surviving firms in the North, µN Free-entry condition N Π = π N (a, q)g N (a, q)dqda = w N ce , N ax (q) Q S Π = π S (a, q)g S (a, q|µN )dqda = w S ce . S ax (q) Q
  • 12. Introduction The Model Equilibrium Results Conclusion Exit & partitioning Firms exit when the profits are not enough to cover the fixed operational cost, cf Exit cut-off functions for given q ∈ Q for both North and South: For a given q: low ’a’ firms exit intermediate ’a’ firms sell only at home high ’a’ sell at home and abroad (partition assured by the conditions on the fixed costs)
  • 13. Introduction The Model Equilibrium Results Conclusion Firms Distribution Density of firms conditional on successful entry g(a,q) 1−G(ax (q),q) if a(q) ≥ ax (q) µ(a, q) = 0 otherwise J J Pin = 1 − G(ax (q), q) is the ex-ante probability of surviving JJ,K JJ,K 1−G(aex (q),q) Pex = J is the ex-ante probability that successful firms export, 1−G(ax (q),q) defined for all possible export origins and destinations (N-N, N-S, S-N and S-S)
  • 14. Introduction The Model Equilibrium Results Conclusion Cutoff functions For given q ∈ Q for both North and South: Exit cutoffs, depend on the own country aggregate: 1−α 1 J w J cf α 1 wJ χ ax (q) = α (1 − α)P J 1−α EJ α q 1−η Export cutoffs, depend on the foreign country aggregates: 1−α 1 JJ w J cex α 1 wJτ χ aex (q) = α (1 − α)P J 1−α EJ α q 1−η 1−α 1 JK w J cex α 1 wJτ χ aex (q) = α (1 − α)P K 1−α K E α q 1−η
  • 15. Introduction The Model Equilibrium Results Conclusion Aggregates The mass of incumbents in each country, I, is pinned down by the labor market clearing condition and it represents the measure of varieties produced The mass of exporting firms (varieties) Iex = Pex I Mass of available varieties in each country is given by the mass of varieties produced domestically plus the mass of varieties imported from the other three regions, e.g. for one North region M N = I N + Iex + 2Iex NN SN
  • 16. Introduction The Model Equilibrium Results Conclusion Calibration Targets Data Model North-North Export Share 52.69% 54.95% North-South Export Share 40.86% 42.49% North Exit Rate 10% 10.43% South Exit Rate 20% 23.43% Wage Ratio w s /w N 0.4 0.41 Calibrated Parameters θ 0.18 σ 0.5 cf 11.42% of avg North domestic employment cex 29.51% of avg North domestic employment ce 38% of avg North domestic employment Other Parameters α 0.73 χ 0.5 η 0.86 δ 0.5% τ 1 gN 4.1 LN = LS 1
  • 17. Introduction The Model Equilibrium Results Conclusion Firms Distribution
  • 18. Introduction The Model Equilibrium Results Conclusion Firms Partitioning Export to North and South NORTH 150 Export to North Domestic Exit quality 100 50 0 0 20 40 60 80 100 120 140 160 180 productivity SOUTH 150 quality 100 50 0 20 40 60 80 100 120 140 160 180 productivity
  • 19. Introduction The Model Equilibrium Results Conclusion Distribution of Prices 180 160 140 120 100 quality 80 Domestic Export Export to Exit market to North and North South 60 40 20 0 20 40 60 80 100 120 140 160 180 200 productivity Average Price North South Exports 4.0739 0.9495 Imports 1.0072 0.9101 Imports from North 4.2514 3.9861 Imports from South 1.0008 0.9054
  • 20. Introduction The Model Equilibrium Results Conclusion Distribution of Expenditure over Quality 5 Expenditure share per variety over quality x 10 5 North 4.5 South 4 3.5 3 2.5 2 1.5 1 0.5 0 0 20 40 60 80 100 120 140 160 180 200 quality
  • 21. Introduction The Model Equilibrium Results Conclusion Total Trade Values: Imports+Exports 4 Value of total trade x 10 16 N−N 14 S−S N−S 12 10 8 6 4 2 0 0 20 40 60 80 100 120 140 160 180 200 quality
  • 22. Introduction The Model Equilibrium Results Conclusion Endogenous quality - a representative product line a representative product line - a reduced form model, one productivity dimension taking into account distribution of firms quality as a function of efficiency - increasing, but at a decreasing rate for higher values of efficiency β q(a) = aea−a (1) price is not a monotonic function of efficiency (and quality) β p(a) = e(a−a )χ (2) profits are increasing in efficiency β Π = aea−a (3)
  • 23. Introduction The Model Equilibrium Results Conclusion Endogenous quality - a representative product line
  • 24. Introduction The Model Equilibrium Results Conclusion Conclusion Four countries N-S trade model with two-dimensional firm heterogeneity and firms distribution that matches stylized facts on world trade patterns Allows to match data on the export/import prices in relation to income per capita Positive relation between income per capita and import prices, conditional on exporter Generate differences between the consumption bundles of N and S even with homothetic preferences North consume more high quality South consume more low quality
  • 25. Introduction The Model Equilibrium Results Conclusion Profits ⇒ Profits: χ α αat (i)qt (i)1−η 1−α 1 πt (a(i), q(i)) = (1 − α)Pt1−α Xt − wcf . w π(a, q) increasing and concave in a and q Profits Distribution in Open Economy 50 45 40 35 30 productivity 25 20 15 10 5 0 0 5 10 15 20 25 30 35 40 45 50 quality