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Firm-Level Trade Theory and Canadian Evidence

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The IRPP presented research from its forthcoming edited volume Redesigning Canadian Trade Policies for New Global Realities. In a 90-minute session of the Canadian Economics Association (CEA) annual meeting, the three editors of the volume (Stephen Tapp, Ari Van Assche and Robert Wolfe) presented research findings from several prereleased chapters and previewed some of the other chapters in the volume.
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Stephen Tapp Research Director, Institute for Research on Public Policy (IRPP) Canadian Economics Association Annual Meetings Ryerson University May 29, 2015
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  • Stephen TappResearch Director,

    Institute for Research on Public Policy (IRPP)

    Canadian Economics Association Annual MeetingsRyerson University

    May 29, 2015

  • Contributors

    Canada, US, Europe

    academics: economics, business, public policy, law

    government researchers

    practitioners

    1

  • IRPP trade volume

    25 chapters, 5 published:

    Firm-level (Steve)

    Global value chains (Ari)

    Canadian trade policies (Bob)

    irpp.org/research/trade

    2

  • Firm-level trade theory and Canadian evidence

    Theory predicts several trade/productivity channels

    Firm-level data clarify those most relevant for Canada

    What factors influence success abroad?

    How do firms respond to tariff cuts?

    Are SMEs international experiences different?

    3

  • Aggregate correlation

    * Trade share = exports + imports/GDP (current dollars); Business sector MFP. Source: Baldwin and Yan (IRPP)

    4

    Trade and productivity, 1981-2013

  • 5Domestic marketDont produce

    Export and domestic market

    Productivity

    Profits

    Total profits

    cpo cpe

    *cpo/e= cut-off productivity for operating/exporting Source: Lapham (IRPP)

    Sorting by export status, Melitz model

    Fixed trade costs Uncertain up-front investments

    Theory: more-productive firms export (self-selection)

  • *Export share of total shipments. Small firms (10-99 employees); Medium (100-250); Large (>250) Source: Baldwin and Yan (IRPP)

    Export intensity* by firm size

    6

    Exporter shares

    35.2

    71.5

    78.9

    0

    10

    20

    30

    40

    50

    60

    70

    80

    Number of firms Employment Shipments

    Pe

    rce

    nt

    Manufacturing firms, 1974-2010

    33.1

    37.0

    43.4

    0

    5

    10

    15

    20

    25

    30

    35

    40

    45

    50

    Small Medium Large

    Pe

    rce

    nt

    Canadian data: exporters produce more and larger firms export more.

  • early-1990s, big exporter productivity advantage

    7Source: Baldwin and Yan (IRPP)

    Labour productivity ratio Canadian manufacturing firms, exporters vs. non-exporters, 1990-96

    162.9

    100

    0

    20

    40

    60

    80

    100

    120

    140

    160

    180

    1974-79 1979-84 1984-90 1990-96 1996-2000 2000-05 2005-10

    Pe

    rce

    nt

    Exporters were > 60% more productive than non-exporters

    Exporters >60%

    more productive

    New exporters had the

    best productivity growth

  • evident in other periods now a stylized fact.

    7Source: Baldwin and Yan (IRPP)

    Labour productivity ratio Canadian manufacturing firms, exporters vs. non-exporters, 1974-2010

    0

    20

    40

    60

    80

    100

    120

    140

    160

    180

    1974-79 1979-84 1984-90 1990-96 1996-2000 2000-05 2005-10

    Pe

    rce

    nt

    Full sample, exporters 13% more productive

    Full sample: exporters

    13% more productive

  • Theory: firm-level treatment effects

    8

    Source: Baldwin and Yan; and Lapham (IRPP)

    Trade/liberalization raise productivity:

    Specialization, economies of scale, increased capacity use

    Knowledge and technology transfer

    Stronger incentives to invest and innovate

    Export-import complementarities

  • Canadian manufacturing firms, 2002-06

    Export/import firms

    9Source: Baldwin and Yan (IRPP, forthcoming)

    All firms

    100%

    Traders

    67%

    Import inputs only

    17%

    Export only

    22%

    Export and import inputs

    28%

    Non-traders

    33%

  • Canadian manufacturing importer-exporter premia, 2002-06

    performance benefits (after controls)

    *Manufacturing exporters that imports inputs vs. non-traders, OLS regression with year and industry fixed effects. Source: Baldwin and Yan (IRPP, forthcoming)

    10

    10%

    6%

    0

    2

    4

    6

    8

    10

    12P

    erc

    en

    t

    Productivity Wages

  • now suggests causal effects: firms that start trading become more productive

    Average productivity difference, 2002-06

    *Propensity score matching and difference-in-difference regressions control for self-selection Exporting-importing manufacturers vs. non-traders. Source: Baldwin and Yan (IRPP, forthcoming)

    5%

    9%

    -10

    -5

    0

    5

    10

    Year 1 Year 2 Year 3 Year 4

    Productivity gain from starting to export and import

    Productivity loss from stopping to export and import

    11

  • Average productivity difference, 2002-06

    5%

    9%

    -1%

    -8%-10

    -5

    0

    5

    10

    Year 1 Year 2 Year 3 Year 4

    Productivity gain from starting to export and import

    Productivity loss from stopping to export and import

    *Propensity score matching and difference-in-difference regressions control for self-selection Exporting-importing manufacturers vs. non-traders. Source: Baldwin and Yan (IRPP, forthcoming)

    11

    now suggests causal effects: firms that stop trading become less productive

  • New prediction: Reallocation from less- to more-productive firms

    12

    Source: Lapham (IRPP)

    Trade liberalization spurs entry and exit, Melitz model

    Profits

    Productivity

    EntryExit

    domestic firms

    exporters

  • 4.3

    4.1

    3.5

    1.4

    0.5

    0%

    20%

    40%

    60%

    80%

    100%

    Between plants(~60%)

    Within plants (~40%)

    Exporter growth

    Contraction/exit of least productive firms

    Better access to imports

    Existing exporters raise productivtity

    New exporters investand raise productivity

    Canadian manufacturing after tariff cuts.

    13

    Source: Trefler and Melitz (2012); Lileeva and Trelfer (2010)

    Sources of increased productivity, 1988-96

  • Recent anomaly: worse exporter productivity

    14Source: Baldwin and Yan (IRPP)

    Labour productivity ratio Canadian manufacturing firms,exporters vs. non-exporters, 1974-2010

    85.6

    0

    20

    40

    60

    80

    100

    120

    140

    160

    180

    1974-79 1979-84 1984-90 1990-96 1996-2000 2000-05 2005-10

    Pe

    rce

    nt

  • exchange rates impact the new exporter productivity premium

    15Source: Baldwin and Yan (2012)

    Estimated contributions to productivity growth gaps of new exporters

    TariffsExchange rate

    Actual (annual average)

    Estimated- with unchanged tariffs and exchange rates

    - attributed to tariff changes

    - attributed to exchange rate changes

    Productivity gap, entrants less continuing non-exporters

    Recall, new importer-exporters did better in CAD appreciation.

  • New policy goal: get more CanadianSMEs exporting to emerging markets

    Source: DFATD16

  • Modest median benefits; large performance gaps

    Firm-specific factors (size, productivity, innovation activities)impact SMEs export market survival probabilities

    19

    7

    -17

    79

    5

    -69

    -80 -60 -40 -20 0 20 40 60 80

    Top Exporters

    Median Exporters

    Bottom Exporters

    Sales growth (%)

    Emerging markets sales growth (%)

    *No firm-level controls. Source: Sui and Goldfarb (2014) 17

    75th

    25th

    50th

    Exporter percentile

    Performance of Canadian SMEs with exports to an emerging market, 1994-2008

  • Internet-enabled businesses reach farther

    eBay 19

    Traditional (large) 8

    Traditional (overall) 3

    *Data 2008-2013. Source: Ahmed and Melin (IRPP, forthcoming)

    Share of Canadian exportersby markets served

    5%1%

    94%

    57%

    21% 23%

    0%

    25%

    50%

    75%

    100%

    U.S. only Non-U.S. only Both U.S. andnon-U.S.

    Technology-EnabledExporters

    Traditional Exporters

    Export markets served by Canadian businesses (avg.)

    18

  • Firm-level approach

    Reveals differences:

    in firm performance (new exporters vs. exporter-importers); within industry responses; by firm size

    Shows that:

    better firms trade; and that trade betters firms

    trade and policy can help (or hinder) Canada's economic performance

    Quantifies which mechanisms matter

    reallocation; investment; exchange rates; tariffs

    19

  • Policy implications

    Reduce fixed costs of international participation

    Facilitate imports

    Consider entry/exit not only existing trade and traders

    Study distributional impacts of trade on firms/workers

    Need firm-level data, Canadian models

    Source: Lapham (IRPP)20

  • Outstanding issues

    From productivity to jobs, income, distributional issues

    Beyond manufacturing to resources, agriculture, services, electronic commerce

    How/can policy encourage international activity without increasing risk or rewarding existing behavior?

    How/can/should SMEs be targeted?

    21


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