fool´s gold: the case of multinationals in venezuela

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Fool´s Gold: The case of multinationals in Venezuela January, 2017 Miguel Ángel Santos Instituto de Estudios Superiores en Administración (IESA) Center for International Development, Harvard University [email protected] Dany Bahar InterAmerican Development Bank Brookings Institute Carlos Molina Instituto de Estudios Superiores en Administración (IESA)

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Page 1: Fool´s gold: The case of multinationals in Venezuela

Fool´s  Gold:  The  case  of  multinationals  in  Venezuela

January,  2017

Miguel  Ángel  SantosInstituto  de  Estudios  Superiores  en  Administración  (IESA)Center  for  International  Development,  Harvard  University

[email protected]

Dany BaharInter-­‐American  Development  Bank

Brookings  Institute

Carlos  MolinaInstituto  de  Estudios  Superiores  en  Administración  (IESA)

Page 2: Fool´s gold: The case of multinationals in Venezuela

Jan  11,  2010

Page 3: Fool´s gold: The case of multinationals in Venezuela

JAN 11, 2010

Page 4: Fool´s gold: The case of multinationals in Venezuela

JAN 12, 2010

Page 5: Fool´s gold: The case of multinationals in Venezuela

Feb 11, 2013

Page 6: Fool´s gold: The case of multinationals in Venezuela

Feb 14, 2013

Page 7: Fool´s gold: The case of multinationals in Venezuela

Jul  8,  2014

Page 8: Fool´s gold: The case of multinationals in Venezuela

FEB 2, 2015

Page 9: Fool´s gold: The case of multinationals in Venezuela

Feb 11, 2015

Page 10: Fool´s gold: The case of multinationals in Venezuela

Feb 13, 2015

Page 11: Fool´s gold: The case of multinationals in Venezuela

APR 26, 2016

Page 12: Fool´s gold: The case of multinationals in Venezuela

Venezuela  represents  0.42%  of  the  world´s  GDP!

01/13/2017 12Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Venezuela´s*Share*of*World´s*Gross*Domestic*Product

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13

• The  paper  within  the  context  of  the  literature

• Empirical  analysis:  Are  the  negative  impacts  reported  real?

• Robustness  checks:  Peer  groups

• What  happened?

• Conclusions

1301/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Page 14: Fool´s gold: The case of multinationals in Venezuela

The  paper  within  the  context  of  the  literature:  What  have  others  found?

• Ang and  Ghallab (1976):

• A  currency  devaluation  in  the  country  of  a  foreign  subsidiary  could  lead  to  a  “balance  sheet  effect”:  net  value  of  assets  of  the  subsidiary  in  foreign  currency  will  be  lower  after  a  devaluation  (one  time  events  – straightforward  to  calculate)

• Yet,  there  is  also  an  “income  statement  effect”:  a  decrease  in  the  expected  value  of  the  future  earnings  (in  local  currency)  of  the  subsidiary:  Recurring  impacts  on  financial  statements  and  take  time  to  understand  and  estimate

• Glen  (2002)  studies  24  emerging  markets  using  monthly  stock  returns,  and  finds  significant  negative  returns  in  the  months  before,  not  after,  the  devaluation

• Patro,  Wald  and  Wu  (2014)  using  data  from  stock  markets  in  27  countries  and  about  85  announcements  of  devaluations,  find  that  devaluations  were  anticipated  by  the  local  stock  markets,  with  significant  negative  abnormal  returns  occurring  even  one  year  prior  to  the  announcement  of  devaluations.

1401/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Page 15: Fool´s gold: The case of multinationals in Venezuela

15

• The  paper  within  the  context  of  the  literature

• Empirical  analysis:  Are  the  negative  impacts  reported  real?

• Robustness  checks:  Peer  groups

• What  happened?

• Conclusions

1501/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Page 16: Fool´s gold: The case of multinationals in Venezuela

Event  study:  Are  there  negative  abnormal  returns  on  stock  prices  of  multinationals  (MNCs)  in  Venezuela  around  the  dates  of  these  devaluations?

• We  estimate  a  market  model  to  measure  expected  return  of  the  MNC  stocks  during  the  event  window.  As  in  Mackinlay (1997),  we  estimate  [1],  using  least  squares:

R"# = α" + β"R(# + ε"# [1]

• Event  window:  (-­‐280,  -­‐30)• Cox  and  Peterson  (1994):  100  days• Carow and  Kane  (2002):  200  days• Mackinlay (1997)  suggests  250  days  for  the  estimation  window  [-­‐280,-­‐30]  

We  then  estimate  the  abnormal  return  (AR)  as:

AR+ "# = R"# − α-" − β."R(# [2]

AR+ "# =

1601/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Actual  Return  -­‐ Expected  return

Page 17: Fool´s gold: The case of multinationals in Venezuela

Data

• We  searched  the  ORBIS  database  looking  for:• Companies  trading  at  the  New  York  Stock  Exchange  (NYSE),  NASDAQ  Capital  Market,  

or  NASDAQ  National  Market• Companies  declaring  having  a  subsidiary  in  Venezuela,  own  in  more  than  25%• Companies  having  daily  stock  return  data  reported  for  2010-­‐2014

• Results  of  the  query:• 122  multinational  companies  (2-­‐digit  NAICS)

• NAICS  33:  37  Primary  Metal,  Fabricated  Metal,  and  Machinery  Manufacturing  • NAICS  32:  36  Paper,  Chemicals,  Plastics  and  Non-­‐metallic  manufacturing• NAICS  51:      8  Information  Technology• NAICS  52:      7  Finance  and  Insurance• NAICS  54:      7  Business,  Professional,  Scientific,  and  Technical  Services• NAICS  31:      6  Food,  Beverages  and  Tobacco• NAICS  42:      6  Wholesale  trade    • NAICS  56:      5  Administrative  Support,  Backoffice /  Waste  Management• NAICS  48:      4  Transport  and  Warehousing• Other  (6)

• 29  registered  in  CADIVI

1701/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Page 18: Fool´s gold: The case of multinationals in Venezuela

Distribution  of  the  122  MNCs  by  2-­‐digit  NAICS  code

1801/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Primary,(Fabricated(Metal,(Machinery

Paper(and(Chemicals

Information(Technology

Finance(and(Insurance

Professional,( Scientific,(Technical(Services

Food,( Beverage(and(Tobacco

Wholesale( Trade

Administrative(Support(/(Waste(Management

Transportation(and(Warehousing

Mining,(Quarrying,(Oil(and(Gas

Utilities

Page 19: Fool´s gold: The case of multinationals in Venezuela

Distribution  of  the  122  MNCs  by  3-­‐digit  NAICS  code:  Primary  and  Fabricated  Metal,  Machinery  Manufacturing

1901/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Primary,(Fabricated(Metal,(Machinery

Paper(and(Chemicals

Information(Technology

Finance(and(Insurance

Professional,( Scientific,(Technical(Services

Food,( Beverage(and(Tobacco

Wholesale( Trade

Administrative(Support(/(Waste(Management

Transportation(and(Warehousing

Mining,(Quarrying,(Oil(and(Gas

Utilities

Machinery

Fabricated.Metal

Computer./.Electronics

Transportation

Miscellaneous

Electrical.Equipment.and.Components

Primary.Metal

Page 20: Fool´s gold: The case of multinationals in Venezuela

Distribution  of  the  122  MNCs  by  3-­‐digit  NAICS  code:  Paper  and  Chemicals

2001/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Paper

Printing*and*Related

Chemical

Plastics*and*Rubber

Nonmetallic*Mineral

Primary,(Fabricated(Metal,(Machinery

Paper(and(Chemicals

Information(Technology

Finance(and(Insurance

Professional,( Scientific,(Technical(Services

Food,( Beverage(and(Tobacco

Wholesale( Trade

Administrative(Support(/(Waste(Management

Transportation(and(Warehousing

Mining,(Quarrying,(Oil(and(Gas

Utilities

Page 21: Fool´s gold: The case of multinationals in Venezuela

Five  events:  Five  devaluations  occurring  within  January  2010  and  March  2014

21

Event Date Details

1 Jan  8th,  2010 Dual  exchange  rate  system  implemented:From 2.15  VEF/US$  to  2.50  VEF/US$  and  4.30  VEF/US$

2 December  30th,  2010 Exchange  rate  unified  to  4.30  VEF/US$

3 February  8th,  2013 Devaluation  from  4.30  to  6.30  VEF/US$

4 January  23rd,  2014 Creation  of  SICAD I  starting  at  11.30  VEF/US$

5 March  10th,  2014 Creation  of  SICAD  II  starting  at  51.86 VEF/US$

01/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Page 22: Fool´s gold: The case of multinationals in Venezuela

Event [-1,+1] [-2,+2] [-3,+3] [-4,+4] [-5,+5] [-6,+6] [-7,+7] [-8,+8] [-9,+9] [-10,+10]

-0.006705** -0.005578 -0.009918** -0.010467** -0.009577* -0.013702** -0.013137** -0.014786*** -0.011713** -0.013871**0.002886 0.003608 0.003893 0.0048212 0.004973 0.005419 0.005627 0.005576 0.005672 0.005959

0.022 0.125 0.012 0.032 0.056 0.013 0.021 0.009 0.041 0.021-0.001889 -0.007080*** -0.01359*** -0.012777*** -0.016001*** -0.014068*** -0.012111*** -0.008407* -0.004515 -0.0038970.001208 0.001621 0.002201 0.002822 0.003845 0.004124 0.004171 0.004757 0.005191 0.005283

0.120 0.000 0.000 0.000 0.000 0.001 0.004 0.079 0.386 0.462-0.003433** -0.002839 -0.001386 0.004211 0.002915 0.006915 0.004438 -0.001558 -0.002671 -0.003207

0.001367 0.002557 0.003055 0.003541 0.003807 0.004499 0.004724 0.005176 0.00567 0.0057070.013 0.269 0.651 0.237 0.445 0.127 0.349 0.764 0.638 0.575

-0.007928*** -0.009218*** -0.008240*** -0.008107* -0.011500** -0.007191 -0.00897 -0.008084 -0.008139 -0.0093240.002248 0.002577 0.002845 0.004131 0.005222 0.005713 0.005955 0.006322 0.006724 0.007343

0.001 0.000 0.004 0.052 0.029 0.210 0.134 0.203 0.228 0.206-0.004194* -0.00387 -0.006357** -0.005308* -0.007951** -0.007162 -0.008087* -0.006438 -0.001011 -0.003141

0.002338 0.002557 0.002871 0.003139 0.003997 0.004524 0.004718 0.005213 0.005361 0.0052220.075 0.132 0.028 0.093 0.049 0.116 0.089 0.219 0.851 0.549

Coefficients *++p<0.10+Robust+Standard+Errors **+p<0.05P;values ***+p<0.01

Event Window

1

2

3

4

5

Cummulative  abnormal  returns:  From  [-­‐1,+1]  to  [-­‐10,+10]  

2201/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Page 23: Fool´s gold: The case of multinationals in Venezuela

Cummulative  abnormal  returns:  From  [-­‐1,+1]  to  [-­‐10,+10]  – All  sample    

2301/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Event [-1,+1] [-2,+2] [-3,+3] [-4,+4] [-5,+5] [-6,+6] [-7,+7] [-8,+8] [-9,+9] [-10,+10]

-0.006705** -0.005578 -0.009918** -0.010467** -0.009577* -0.013702** -0.013137** -0.014786*** -0.011713** -0.013871**0.002886 0.003608 0.003893 0.0048212 0.004973 0.005419 0.005627 0.005576 0.005672 0.005959

0.022 0.125 0.012 0.032 0.056 0.013 0.021 0.009 0.041 0.021-0.001889 -0.007080*** -0.01359*** -0.012777*** -0.016001*** -0.014068*** -0.012111*** -0.008407* -0.004515 -0.0038970.001208 0.001621 0.002201 0.002822 0.003845 0.004124 0.004171 0.004757 0.005191 0.005283

0.120 0.000 0.000 0.000 0.000 0.001 0.004 0.079 0.386 0.462-0.003433** -0.002839 -0.001386 0.004211 0.002915 0.006915 0.004438 -0.001558 -0.002671 -0.003207

0.001367 0.002557 0.003055 0.003541 0.003807 0.004499 0.004724 0.005176 0.00567 0.0057070.013 0.269 0.651 0.237 0.445 0.127 0.349 0.764 0.638 0.575

-0.007928*** -0.009218*** -0.008240*** -0.008107* -0.011500** -0.007191 -0.00897 -0.008084 -0.008139 -0.0093240.002248 0.002577 0.002845 0.004131 0.005222 0.005713 0.005955 0.006322 0.006724 0.007343

0.001 0.000 0.004 0.052 0.029 0.210 0.134 0.203 0.228 0.206-0.004194* -0.00387 -0.006357** -0.005308* -0.007951** -0.007162 -0.008087* -0.006438 -0.001011 -0.003141

0.002338 0.002557 0.002871 0.003139 0.003997 0.004524 0.004718 0.005213 0.005361 0.0052220.075 0.132 0.028 0.093 0.049 0.116 0.089 0.219 0.851 0.549

Coefficients *++p<0.10+Robust+Standard+Errors **+p<0.05P;values ***+p<0.01

Event Window

1

2

3

4

5

Page 24: Fool´s gold: The case of multinationals in Venezuela

Companies  registering  the  largest  negative  significant  impacts  are  significantly  large  on  average  (US$8.5  billion)  to  be  impacted  by  a  market  like  Venezuela

2401/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

−.2 −.15 −.1 −.05 0Cummulative Abnormal Returns

MIDDLEBY CORP

AVNET INC

TUPPERWARE BRANDS CORP

LEVEL 3 COMMUNICATIONS INC

MERCADOLIBRE INC

Event  1,  Window  [-­‐3,+3]  

−.08 −.06 −.04 −.02 0Cummulative Abnormal Returns

INTERPUBLIC GROUP COS INC

ARVINMERITOR INC

TETRA TECHNOLOGIES INC

INTERVAL LEISURE GROUP INC

BROWN SHOE CO INC NEW

Event  2,  Window  [-­‐3,+3]  

Average  size:  US$8.5  billion

Page 25: Fool´s gold: The case of multinationals in Venezuela

You  may  find  large  corporations  such  as  Xerox  (market  capitalization  10  billion)  or  Parker  Hannifin  (US$17.6  billion)  ridiculously  his  by  Venezuela  devaluations

2501/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Event  4,  Window  [-­‐3,+3]   Event  5,  Window  [-­‐3,+3]  

−.1 −.08 −.06 −.04 −.02 0Cummulative Abnormal Returns

DONNELLEY R R & SONS CO

PARKER HANNIFIN CORP

BIGLARI HOLDINGS INC

HERBALIFE LTD

XEROX CORP

−.15 −.1 −.05 0Cummulative Abnormal Returns

MERCADOLIBRE INC

ACTAVIS PLC

PROGRESS SOFTWARE CORP

TESCO CORP

HERBALIFE LTD

Page 26: Fool´s gold: The case of multinationals in Venezuela

Findings  on  significant  negative  cumulative  abnormal  returns  (SNCAR)All  sample

• Event  1  (2.15  devalued  to  2.60  and  4.30)

• 9  out  of  10  event  windows  have  SNCAR

• SNCAR  ranging  from  -­‐0.67%  to  -­‐1.48%  

• Event  2  (2.60  unified  to  4.30)

• 7  out  of  10  event  windows  have  SNCAR

• Negative  abnormal  returns  ranging  from  -­‐0.71%  to  -­‐1.60%• Event  3  (4.30  devalued  to  6.30)

• 1  out  of  10  event  windows  have  SNCAR  (-­‐0.3%)• Event  4  (SICAD  I  created  at  11.30  – first  trading  day)

• (First)  5  out  of  10  event  windows  have  SNCAR• SNCAR  ranging  from  0.80%  to  1.15%

• Event  5  (SICAD  II  created  at  51.86  – first  trading  day)• 5  out  of  10  event  windows  have  SNCAR• SNCAR  ranging  from  0.40%  to  0.80%

2601/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Page 27: Fool´s gold: The case of multinationals in Venezuela

Cummulative  abnormal  returns:  From  [-­‐1,+1]  to  [-­‐10,+10]  – Non-­‐Oil  companies

2701/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Event [-1,+1] [-2,+2] [-3,+3] [-4,+4] [-5,+5] [-6,+6] [-7,+7] [-8,+8] [-9,+9] [-10,+10]

-0.007032** !0.006392* -0.010975*** -0.011860** -0.011420** -0.015052*** -0.013987** -0.016811*** -0.013577** -0.014991**0.003002 0.003732 0.003837 0.004663 0.004771 0.005206 0.005521 0.00549 0.005678 0.0059

0.021 0.089 0.005 0.012 0.018 0.005 0.013 0.003 0.018 0.012-0.002733** -0.007559*** -0.014263*** -0.014408*** -0.017218*** -0.015507*** -0.012499*** -0.009203* -0.005396 -0.004331

0.001184 0.001674 0.002179 0.002666 0.003726 0.003983 0.004137 0.004742 0.005252 0.0052720.023 0.000 0.000 0.000 0.000 0.000 0.003 0.054 0.306 0.413

-0.00335** -0.002478 -0.000268 0.003821 0.002905 0.006554 0.004577 -0.001733 -0.003203 -0.0038440.001418 0.002659 0.003141 0.003647 0.003903 0.004653 0.004878 0.005373 0.005877 0.005888

0.020 0.353 0.932 0.297 0.458 0.161 0.350 0.748 0.587 0.515-0.008516*** -0.009827*** -0.008372*** -0.008075* -0.010706** -0.005881 -0.008174 -0.007625 -0.007566 -0.009336

0.002319 0.002649 0.002901 0.004228 0.00536 0.005842 0.006112 0.006474 0.006916 0.007520.000 0.000 0.005 0.058 0.048 0.316 0.183 0.241 0.276 0.217

-0.004162* -0.003816 -0.006173** -0.004814 -0.008041* -0.007750* -0.009069* -0.007245 -0.002953 -0.0055730.00244 0.002669 0.002987 0.003246 0.00414 0.004684 0.0048891 0.005395 0.005518 0.00534

0.091 0.155 0.040 0.141 0.054 0.100 0.066 0.182 0.594 0.299

Coefficients *44p<0.104Robust4Standard4Errors **4p<0.05P!values ***4p<0.01

Event Window

1

2

3

4

5

Page 28: Fool´s gold: The case of multinationals in Venezuela

Findings  on  significant  negative  cumulative  abnormal  returns  (SNCAR)Non-­‐oil  companies

• Event  1  (2.15  devalued  to  2.60  and  4.30)

• 10  out  of  10  event  windows  have  SNCAR

• SNCAR  ranging  from  -­‐0.64%  to  -­‐1.68%  

• Event  2  (2.60  unified  to  4.30)

• 8  out  of  10  event  windows  have  SNCAR

• Negative  abnormal  returns  ranging  from  -­‐0.27%  to  -­‐1.72%• Event  3  (4.30  devalued  to  6.30)

• 1  out  of  10  event  windows  have  SNCAR  (-­‐0.3%)• Event  4  (SICAD  I  created  at  11.30  – first  trading  day)

• (First)  5  out  of  10  event  windows  have  SNCAR• SNCAR  ranging  from  0.80%  to  1.07%

• Event  5  (SICAD  II  created  at  51.86  – first  trading  day)• 5  out  of  10  event  windows  have  SNCAR• SNCAR  ranging  from  0.40%  to  0.08%

2801/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Page 29: Fool´s gold: The case of multinationals in Venezuela

Cummulative  abnormal  returns:  From  [-­‐1,+1]  to  [-­‐10,+10]  – CADIVI  registered  (29)

2901/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Event [-1,+1] [-2,+2] [-3,+3] [-4,+4] [-5,+5] [-6,+6] [-7,+7] [-8,+8] [-9,+9] [-10,+10]

-0.0041389 0.0038226 -0.0009887 -0.0005574 0.0001599 -0.0003796 -0.0004936 -0.0023567 0.0023577 -0.00259410.0041284 0.0044083 0.0045014 0.0051943 0.0056337 0.0057265 0.0068232 0.0071439 0.0080047 0.0079145

0.325 0.393 0.828 0.915 0.978 0.948 0.943 0.744 0.771 0.746-0.0004607 -0.0041245 * -0.005048 -0.0053949 -0.005313 -0.0084544 -0.010159 -0.0121606 -0.0077907 -0.01096970.0018738 0.0022068 0.0040547 0.0046174 0.0058087 0.0076095 0.0082239 0.008593 0.0109184 0.010756

0.808 0.072 0.223 0.252 0.368 0.276 0.227 0.168 0.481 0.317-0.0000951 0.0072136 0.0092733 0.0126774 0.012535 0.0137528 0.0143063 0.0182959 * 0.0173738 * 0.0180078 *0.0018724 0.007198 0.0078196 0.0091648 0.0081789 0.0092838 0.0086438 0.0090459 0.0102221 0.0102398

0.960 0.325 0.246 0.178 0.137 0.150 0.109 0.053 0.100 0.090 -0.0116292 * -0.0114415 * -0.0153327 ** -0.0194293 ** -0.0220253 ** -0.0228478 ** -0.0195911 ** -0.0191293 * -0.0156234 -0.0188855 *

0.0062462 0.00586 0.0064258 0.008725 0.0089615 0.009923 0.0088554 0.0103289 0.0098254 0.00982540.073 0.061 0.024 0.034 0.020 0.029 0.035 0.075 0.123 0.066

-0.002062 -0.0021827 -0.0035607 -0.0006737 -0.0064991 -0.0064513 -0.00546 -0.010655 -0.0057554 -0.00772880.0024542 0.003869 0.0051557 0.0050117 0.0084691 0.0098357 0.0095287 0.0120512 0.0125958 0.011221

0.408 0.577 0.495 0.894 0.449 0.517 0.571 0.384 0.651 0.497

Coefficients *++p<0.10+Robust+Standard+Errors **+p<0.05P;values ***+p<0.01

Event Window

1

2

3

4

5

Page 30: Fool´s gold: The case of multinationals in Venezuela

Cummulative  abnormal  returns:  From  [-­‐1,+1]  to  [-­‐10,+10]  – Non-­‐CADIVI  (91)

3001/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Event [-1,+1] [-2,+2] [-3,+3] [-4,+4] [-5,+5] [-6,+6] [-7,+7] [-8,+8] [-9,+9] [-10,+10]

-0.007413 ** -0.008174 * -0.012384 * -0.013203 ** -0.012265 ** -0.017381 ** -0.016628 ** -0.01822 *** -0.015599 ** -0.016988 **0.003507 0.004417 0.0047907 0.0059672 0.0061391 0.0067 0.006903 0.006813 0.00686 0.007272

0.037 0.067 0.011 0.029 0.048 0.011 0.018 0.009 0.025 0.021-0.002283 -0.007896 *** -0.015949 *** -0.014816 *** -0.018953 *** -0.015619 *** -0.012650 ** -0.007371 -0.003609 -0.0019440.001453 0.001974 0.0025372 0.0033506 0.0046086 0.0048314 0.004832 0.005602 0.005921 0.006065

0.119 0.000 0.000 0.000 0.000 0.002 0.010 0.191 0.543 0.749 -0.004355 ** -0.005615 ** -0.00433 0.001872 0.000258 0.005025 0.001713 -0.00704 -0.008207 -0.009069

0.001659 0.002545 0.0032092 0.0037385 0.0042859 0.005143 0.005526 0.006025 0.0065845 0.00662070.010 0.030 0.180 0.618 0.952 0.331 0.757 0.245 0.215 0.174

-0.006905 *** -0.008606 *** -0.006281 ** -0.004979 -0.008593 -0.002866 -0.006037 -0.005033 -0.006071 -0.0066840.002301 0.00288 0.0031577 0.0046638 0.0061776 0.006716 0.0071877 0.007541 0.00815 0.0089707

0.003 0.003 0.049 0.288 0.167 0.670 0.403 0.506 0.458 0.458-0.004783 -0.004336 -0.007129 ** -0.006587 * -0.008351 * -0.007358 -0.008812 -0.005273 0.0003 -0.0018740.002908 0.0030904 0.003383 0.0037608 0.004553 0.0051186 0.0054375 0.005787 0.0059199 0.0059223

0.103 0.163 0.037 0.083 0.069 0.154 0.108 0.364 0.960 0.752

Coefficients *++p<0.10+Robust+Standard+Errors **+p<0.05P;values ***+p<0.01

Event Window

1

2

3

4

5

Page 31: Fool´s gold: The case of multinationals in Venezuela

Findings

• Significant  negative  cumulative  abnormal  returns  for  devaluations  1,  2  and  4;  whose  impact  can  be  as  high  as  -­‐1.72%  on  average

1

03/17/2016 BALAS  Conference  2016:  Most  likely  casualties  of  Dutch  disease 31

• As  expected,  impacts  are  higher  and  more  significant  for  the  non-­‐oil  sample  2

• For  firms  registered  in  CADIVI,  only  devaluation  4  (SICAD  I)  have  significant  negative  abnormal  returns,  although  they  impact  is  higher  -­‐2.20%

3

• For  firms  not-­‐registered  in  CADIVI,  devaluations  1  and  2  are  particularly  significant,  with  significant  negative  abnormal  returns  as  high  as  1.89%

4

Page 32: Fool´s gold: The case of multinationals in Venezuela

32

• The  paper  within  the  context  of  the  literature

• Empirical  analysis:  Are  the  negative  impacts  reported  real?

• Robustness  checks:  Peer  groups

• What  happened?

• Conclusions

3201/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Page 33: Fool´s gold: The case of multinationals in Venezuela

Data

• We  paired  each  company  in  our  non-­‐oil  sample  with  a  peer  following:

• Firms  not  having  Venezuelan  subsidiary  that  they  own  more  than  25%

• Most  similar  NAICS  code  (6-­‐digit,  if  no  peers  moving  back  to  4-­‐digits)

• Within  the  range  of  similar  companies,  we  chose  the  one  with  the  market  capitalization  that  is  closer  to  our  sample  firm

3301/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Page 34: Fool´s gold: The case of multinationals in Venezuela

Cummulative  abnormal  returns:  From  [-­‐1,+1]  to  [-­‐10,+10]  – Peer  sample

3401/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Event [-1,+1] [-2,+2] [-3,+3] [-4,+4] [-5,+5] [-6,+6] [-7,+7] [-8,+8] [-9,+9] [-10,+10]

0.000747 -0.001894 -0.006172 -0.001879 -0.002569 -0.001818 -0.00235 -0.006053 0.001316 0.0022230.004338 0.004855 0.005564 0.006535 0.006595 0.006865 0.006908 0.006882 0.007348 0.007509

0.863 0.697 0.269 0.774 0.697 0.792 0.734 0.381 0.858 0.768-0.003694** -0.004455** -0.009809*** -0.004609 -0.009193* -0.010412** -0.007546 -0.003849 -0.000168 0.007598

0.00173 0.002161 0.002988 0.004338 0.004859 0.004686 0.006697 0.007657 0.008372 0.0095130.035 0.041 0.001 0.290 0.061 0.028 0.262 0.616 0.984 0.426

-0.001696 -0.002421 -0.004153 -0.006061 -0.001946 0.004759 -0.002328 -0.018103* -0.0145302 -0.010080.002302 0.002718 0.00493 0.008674 0.007933 0.008131 0.008819 0.010677 0.011509 0.012007

0.740 0.375 0.401 0.486 0.807 0.559 0.792 0.093 0.209 0.403-0.003495 -0.006964* -0.002864 -0.003541 -0.004419 -0.008114 -0.007095 -0.001444 -0.005832 -0.0025030.002946 0.003714 0.004268 0.004841 0.005041 0.005397 0.006237 0.006813 0.007832 0.007479

0.238 0.063 0.503 0.466 0.382 0.135 0.258 0.832 0.458 0.738-0.006578*** -0.007587** -0.003796 0.003125 0.002829 0.000443 0.002254 0.002662 0.000843 -0.006232

0.0022873 0.003167 0.004848 0.005315 0.00639 0.006687 0.006811 0.007382 0.007666 0.0074750.005 0.018 0.435 0.558 0.659 0.947 0.741 0.719 0.913 0.406

Coefficients *++p<0.10+Robust+Standard+Errors **+p<0.05P;values ***+p<0.01

Event Window

1

2

3

4

5

Page 35: Fool´s gold: The case of multinationals in Venezuela

35

• The  paper  within  the  context  of  the  literature

• Empirical  analysis:  Are  the  negative  impacts  reported  real?

• Robustness  checks:  Peer  groups

• What  happened?

• Conclusions

3501/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Page 36: Fool´s gold: The case of multinationals in Venezuela

36

3601/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

4.00

5.00

6.00

7.00

8.00

9.00

10.00

11.00

Feb-03

Jun-03

Oct-03

Feb-04

Jun-04

Oct-04

Feb-05

Jun-05

Oct-05

Feb-06

Jun-06

Oct-06

Feb-07

Jun-07

Oct-07

Feb-08

Jun-08

Oct-08

Feb-09

Jun-09

Oct-09

Feb-10

Jun-10

Oct-10

Feb-11

Jun-11

Oct-11

Feb-12

Jun-12

Oct-12

Feb-13

Jun-13

Oct-13

Feb-14

Jun-14

Oct-14

Feb-15

Jun-15

Oct-15

Venezuela:;Inflation,;Devaluation;and;Depreciation(Feb;2003=100,;in;logs)

Inflation Devaluation Depreciation

For  many  years  (2005-­‐2010)  firms  increased  prices,  costs  and  profits  by  inflation,  and  translated  those  profits  at  lagging  official  exchange  rates

Logarithm

ic  Scale!

Page 37: Fool´s gold: The case of multinationals in Venezuela

37

3701/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Page 38: Fool´s gold: The case of multinationals in Venezuela

38

3801/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

CADIVI  ALDs  for  dividend  repatriation  came  to  a  halt  by  2009,  but  profits  continued  to  be  recorded  at  official  rates  – didn’t  need  to  be  in  CADIVI  to  do  this!

0

200

400

600

800

1000

1200

III(2007

IV(2007

I(2008

II(2008

III2008

IV(2008

I(2009

II(2009

III2009

IV(2009

I(2010

II(2010

III2010

IV(2010

I(2011

II(2011

III2011

IV(2011

I(2012

II(2012

III2012

IV(2012CADIVI:(Total(Authorization( to(Liquidate(Dollars((ALD)

(US$(million)

Private(External(Debt Foreign(Investment

Page 39: Fool´s gold: The case of multinationals in Venezuela

39

3901/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

In  the  meantime,  the  parallel  market  started  to  distance  itself  significantly  from  the  official  exchange  rate,  eventually  by  a  factor  of  10  by  2014,  1000  by  2015!

1

10

100

1000

10000

6$23$2010

8$31$2010

11$25$2010

2$21$2011

5$2$2011

7$4$2011

9$4$2011

11$6$2011

1$8$2012

3$11$2012

5$15$2012

7$16$2012

9$19$2012

11$22$2012

1$24$2013

5$23$2013

7$23$2013

9$22$2013

11$22$2013

1$23$2014

3$26$2014

5$26$2014

7$26$2014

9$25$2014

11$25$2014

1$26$2015

3$29$2015

5$29$2015

7$29$2015

9$30$2015

12$1$2015

1$31$2016

4$1$2016

6$1$2016

8$8$2016

10$8$2016

Venezuela:4Multiple4exchange4rates(VEF4per4US$,42010$2016)

Black4market4XR4rate Official4XR SICAD4I SICAD4II

Page 40: Fool´s gold: The case of multinationals in Venezuela

40

• The  paper  within  the  context  of  the  literature

• Empirical  analysis:  Are  the  negative  impacts  reported  real?

• Robustness  checks:  Peer  groups

• What  happened?

• Conclusions

4001/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Page 41: Fool´s gold: The case of multinationals in Venezuela

Conclusions

• We  find  evidence  of  significant  negative  impacts  on  stock  prices  on  various  Venezuelan  devaluations,  reaching  up  average  across  the  sample  of  2.20%  for  CADIVI-­‐registered  firms,  -­‐1.89%  for  those  not  registered over  the  event  window.

• The  fact  that  you  did  not  even  have  to  be  registered  in  CADIVI  to  register  these  negative  returns  is  an  indication  that  profits  of  Venezuelan  subsidiaries  were  largely  overvalued  in  the  balance  sheet  of  MNCs,  when  in  fact  there  was  little  to  no  chance  of  realizing  those  profits  at  those  official  rates

• We  find  the  size  of  the  impacts  with  respect  to  the  size  of  the  MNCs  involved,  totally  out  of  proportion  with  respect  to  the  size  of  the  Venezuelan  market,  hinting  large  market  myopia

• This  is  not  a  paper  on  window  dressing,  is  a  paper  on  market  myopia

4101/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela

Page 42: Fool´s gold: The case of multinationals in Venezuela

Work  in  progress

• Peer  groups  can  be  fine-­‐tuned  and  defined  by  event,  not  for  the  whole  sample

• Why  the  impacts  on  CADIVI-­‐registered  companies  occur  mostly  on  event  4  (SICAD  I),  and  companies  not-­‐registered  in  CADIVI  are  mostly  hit  on  events  1  and  2?

• Are  there  any  specific  industry  effects?  Any  evidence  of  some  industries  being  more  affected  than  others?  

4201/13/2017 Fool´s  gold:  The  case  of  multinationals  in  Venezuela