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Exposure	
  of	
  EU	
  Farmers	
  to	
  the	
  Financial	
  Crisis*	
  
by	
  Mar:n	
  Petrick	
  and	
  Mathias	
  Kloss	
  
Mathias	
  Kloss	
  	
  
	
  
3rd	
  Leibniz	
  PhD	
  Forum	
  Sec4on	
  B|	
  03	
  –	
  04	
  July	
  2014	
  	
  
	
  
*based	
  on:	
  PETRICK,	
  M.,	
  KLOSS,	
  M.	
  (2013):	
  Exposure	
  of	
  EU	
  Farmers	
  to	
  the	
  Financial	
  
Crisis,	
  Choices	
  -­‐	
  The	
  magazine	
  of	
  food,	
  farm,	
  and	
  resource	
  issues,	
  Vol.	
  28,	
  No.	
  2,	
  pp.	
  1-­‐6.	
  
	
  	
  
	
  
www.iamo.de	
   2	
  
•  Following	
  headlines	
  from	
  crisis	
  countries	
  	
  
–  Fears	
  of	
  credit	
  crunch	
  in	
  Italian	
  farming	
  sector	
  
–  Spanish	
  food	
  producers	
  worried	
  about	
  crumbling	
  domesMc	
  
demand	
  
Ø  European	
  economies	
  and	
  the	
  EU	
  were	
  and	
  are	
  in	
  deep	
  trouble	
  
•  Against	
  this	
  background:	
  
Ø How	
  severely	
  were	
  farmers	
  hurt	
  by	
  the	
  recent	
  crisis?	
  
Ø How	
  much	
  were	
  farmers	
  exposed	
  to	
  the	
  threats	
  emanaMng	
  
from	
  the	
  epicenters	
  of	
  recent	
  economic	
  turmoil?	
  	
  
Background	
  
www.iamo.de	
   3	
  
Anatomy	
  of	
  the	
  crisis	
  I	
  
•  	
  ATer	
  years	
  of	
  expansionary	
  monetary	
  policy	
  of	
  FED	
  
–  massive	
  default	
  of	
  highly	
  leveraged	
  real	
  estate	
  loans	
  
àoutbreak	
  of	
  the	
  U.S.	
  “subprime	
  crisis”	
  	
  in	
  spring	
  2007	
  	
  
•  Loans	
  distributed	
  globally	
  in	
  form	
  of	
  structured	
  financial	
  
products	
  
Ø hurt	
  porWolios	
  of	
  banks	
  and	
  insMtuMonal	
  investors	
  	
  
Ø Loss	
  of	
  trust	
  in	
  financial	
  system	
  
•  Large	
  losses	
  for	
  financial	
  insMtuMons,	
  difficulMes	
  in	
  borrowing	
  
–  Epitomized	
  by	
  collapse	
  of	
  Lehman	
  brothers	
  in	
  September	
  
2008	
  
•  ReacMon	
  by	
  centrals	
  banks:	
  
–  Lending	
  rates	
  cut	
  
–  Increased	
  assets	
  on	
  their	
  own	
  balance	
  sheets	
  
–  Liquidity	
  for	
  the	
  banking	
  sector	
  
www.iamo.de	
   4	
  
Anatomy	
  of	
  the	
  crisis	
  II	
  
•  Governments	
  guaranteed	
  solvency	
  of	
  financial	
  ins4tu4ons	
  and	
  set	
  
up	
  sMmulus	
  packages	
  
•  Government	
  bailouts	
  and	
  na4onaliza4ons	
  à	
  explosion	
  of	
  
sovereign	
  debt	
  
•  Problems	
  in	
  debt	
  exposure:	
  Greece	
  (December	
  2009),	
  Ireland,	
  
Portugal,	
  Spain	
  (2010),	
  Italy	
  (mid	
  2011)	
  
•  GIIPS	
  countries	
  moved	
  to	
  center	
  of	
  interest	
  in	
  genuine	
  Eurozone	
  
crisis	
  
•  Eurozone	
  governments	
  in	
  response	
  
–  EFSF	
  àESM	
  
–  ECB:	
  buy	
  unlimited	
  amounts	
  of	
  government	
  bonds	
  (August	
  
2012)	
  
www.iamo.de	
   5	
  
Anatomy	
  of	
  the	
  crises	
  III	
  
	
  
•  Series	
  of	
  crises:	
  banking,	
  growth	
  and	
  
compeMMveness,	
  sovereign	
  debt	
  
•  crises	
  are	
  interlinked,	
  cannot	
  be	
  dealt	
  in	
  
isolaMon	
  
•  Severity	
  is	
  not	
  the	
  same	
  in	
  all	
  countries	
  
	
  
www.iamo.de	
   6	
  
Impact	
  on	
  EU	
  farmers	
  
•  The	
  banking	
  crisis	
  may	
  cause	
  a	
  credit	
  crunch	
  for	
  agricultural	
  
borrowers,	
  by	
  spoiling	
  the	
  funcMoning	
  of	
  rural	
  financial	
  
markets	
  
•  Economic	
  recession	
  and	
  dwindling	
  demand	
  for	
  income-­‐elasMc	
  
food	
  products	
  may	
  lead	
  to	
  a	
  reducMon	
  of	
  farm	
  incomes	
  
•  Constraints	
  on	
  public	
  budgets	
  may	
  lead	
  to	
  spending	
  cuts	
  in	
  
agricultural	
  and	
  rural	
  policies	
  
www.iamo.de	
   7	
  
Agenda	
  
	
  
•  ProducMon	
  and	
  Banking	
  structure	
  in	
  EU	
  agriculture	
  
•  Farm	
  Financial	
  Indicators	
  (2000-­‐2009)	
  
•  Lending	
  rates	
  in	
  the	
  general	
  Economy	
  and	
  
Agriculture	
  
•  EsMmated	
  return	
  on	
  the	
  last	
  Euro	
  invested	
  in	
  
Farming	
  
•  Summary	
  
www.iamo.de	
   8	
  
Produc4on	
  and	
  Banking	
  structure	
  in	
  
EU	
  agriculture	
  
Country	
   Farm	
  structures	
  
Degree	
  of	
  farm	
  
commercializaMon	
  
DominaMng	
  
agricultural	
  
banking	
  
insMtuMons	
  
Investment	
  in	
  
farming	
  assets	
  
Denmark	
   Medium	
   High	
   Commercial	
  banks	
  
TradiMonally	
  high,	
  
recent	
  decline	
  
France	
   Medium	
   Medium	
   Centralised	
  coops	
   Medium	
  
Germany	
  
Medium	
  (West)	
   Medium	
  (West)	
  
Coops,	
  savings	
  banks	
   Medium	
  
Large	
  (East)	
   High	
  (East)	
  
Greece	
   Small	
   Low	
  
Agricultural	
  sector	
  
bank	
  
Very	
  low	
  
Ireland	
   Small	
   Medium	
   Commercial	
  banks	
   High	
  before	
  crisis	
  
Italy	
   Small	
   Medium	
   Commercial	
  banks	
   Very	
  low	
  
Poland	
   Small	
   Low	
   Coops	
   Low	
  
Spain	
   Small	
  to	
  medium	
   Medium	
   Savings	
  banks	
   Low	
  
UK	
   Large	
   High	
   Commercial	
  banks	
   Medium	
  
Sources:	
  Authors’	
  compilaMon	
  based	
  on	
  European	
  Commission	
  (2012)	
  (farm	
  size	
  and	
  standard	
  gross	
  margins);	
  Jansson	
  et	
  al.	
  
(2013)	
  (banking	
  insMtuMons);	
  FADN	
  data	
  (investment	
  acMvity),	
  miscellaneous	
  sources.	
  
www.iamo.de	
   9	
  
Data	
  
•  Farm	
  Accountancy	
  Data	
  Network	
  (FADN)	
  data	
  
for	
  last	
  10	
  years	
  publically	
  available	
  
•  PIIGS,	
  Germany	
  (reference),	
  Denmark	
  and	
  
United	
  Kingdom	
  (non-­‐euro	
  members)	
  
•  No	
  data	
  available	
  for	
  very	
  recent	
  crisis	
  years	
  
www.iamo.de	
   10	
  
Farm	
  Financial	
  Indicators	
  
www.iamo.de	
   11	
  
Farm	
  Financial	
  Indicators	
  
www.iamo.de	
   12	
  
Farm	
  Financial	
  Indicators	
  
www.iamo.de	
   13	
  
Farm	
  Financial	
  Indicators	
  
www.iamo.de	
   14	
  
Lending	
  rates	
  in	
  the	
  general	
  Economy	
  
and	
  Agriculture	
  
www.iamo.de	
   15	
  
Lending	
  rates	
  in	
  the	
  general	
  Economy	
  
and	
  Agriculture	
  
www.iamo.de	
   16	
  
Es4mated	
  return	
  on	
  the	
  last	
  Euro	
  
invested	
  in	
  Farming	
  
•  if	
  credit	
  supply	
  constraints	
  exist	
  à	
  farmers	
  cannot	
  realize	
  
profitable	
  capital	
  investments	
  
•  return	
  on	
  last	
  euro	
  invested	
  >	
  interest	
  rates	
  on	
  credit	
  markets	
  
•  calculaMon	
  of	
  marginal	
  value	
  of	
  farm	
  capital	
  
–  esMmate	
  producMon	
  funcMon	
  
–  esMmaMon	
  incorporates	
  semi-­‐parametric	
  control	
  funcMon	
  
to	
  account	
  for	
  endogeneity	
  (Levinsohn	
  and	
  Petrin,	
  2003)	
  
–  use	
  producMon	
  elasMciMes	
  	
  to	
  calculate	
  marginal	
  return	
  on	
  
working/fixed	
  capital	
  for	
  every	
  farm	
  in	
  sample	
  
www.iamo.de	
   17	
  
Es4mated	
  return	
  on	
  the	
  last	
  Euro	
  
invested	
  in	
  Farming	
  
www.iamo.de	
   18	
  
Es4mated	
  return	
  on	
  the	
  last	
  Euro	
  
invested	
  in	
  Farming	
  
www.iamo.de	
   19	
  
Summary	
  I	
  
•  some	
  EU	
  farmers	
  faced	
  difficulMes	
  in	
  credit	
  access	
  aTer	
  
outbreak	
  of	
  financial	
  crisis	
  
•  low	
  debt	
  levels	
  and	
  declining	
  interest	
  rates	
  insulated	
  farmers	
  
from	
  excessive	
  risk	
  exposure	
  
•  Denmark:	
  highly	
  leveraged	
  farm	
  operaMons	
  in	
  the	
  pastà	
  
credit	
  constraints	
  in	
  Ag	
  
•  Spain	
  and	
  Italy:	
  increasing	
  marginal	
  returns	
  on	
  working	
  capital	
  
consistent	
  with	
  Mghtening	
  credit	
  constraints	
  
•  other	
  GIIPS:	
  liile	
  use	
  of	
  external	
  fundingà	
  no	
  obstacle	
  for	
  
their	
  operaMons	
  
www.iamo.de	
   20	
  
Summary	
  II	
  
•  Limited	
  financial	
  exposure	
  of	
  farmers	
  in	
  crisis	
  countries	
  result	
  
of	
  liile	
  borrowing	
  
Ø  To	
  what	
  extent	
  is	
  agricultural	
  banking	
  subject	
  to	
  deeper	
  
structural	
  problems?	
  
•  Greece:	
  	
  
•  ag	
  interest	
  rates	
  fluctuated	
  more	
  than	
  in	
  other	
  countries	
  
•  farmers	
  paid	
  higher	
  rates	
  than	
  businesses	
  in	
  other	
  sectors	
  of	
  the	
  
economy	
  
Ø  lack	
  of	
  financial	
  integraMon	
  with	
  ag	
  
•  helped	
  during	
  current	
  crisis	
  but	
  may	
  be	
  boileneck	
  for	
  future	
  
development	
  of	
  ag	
  sector	
  
www.iamo.de	
   21	
  
The	
  End.	
  
www.iamo.de	
   22	
  
Appendix	
  
www.iamo.de	
   23	
  
-50050100150
2002 2003 2004 2005 2006 2007 2008
Denmark France
Germany E Germany W
Italy Spain
Dots denote median; bars 3./1. quartiles.
Marginal return on materials
Field crop farms
23	
  
www.iamo.de	
   24	
  
The	
  End.	
  
-100-90-80-70-60
2002 2003 2004 2005 2006 2007 2008
Denmark France
Germany E Germany W
Italy Spain
Dots denote median; bars 3./1. quartiles.
Marginal return on capital
Field crop farms
24	
  
www.iamo.de	
   25	
  
-40-20020406080
2002 2003 2004 2005 2006 2007 2008
LevPet Within
Market rate %
Dots denote median; bars 3./1. quartiles.
East German field crop farms: marginal return on materials
Comparison of estimators
25	
  

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Exposure of EU Famers to the Financial Crisis

  • 1. Exposure  of  EU  Farmers  to  the  Financial  Crisis*   by  Mar:n  Petrick  and  Mathias  Kloss   Mathias  Kloss       3rd  Leibniz  PhD  Forum  Sec4on  B|  03  –  04  July  2014       *based  on:  PETRICK,  M.,  KLOSS,  M.  (2013):  Exposure  of  EU  Farmers  to  the  Financial   Crisis,  Choices  -­‐  The  magazine  of  food,  farm,  and  resource  issues,  Vol.  28,  No.  2,  pp.  1-­‐6.        
  • 2. www.iamo.de   2   •  Following  headlines  from  crisis  countries     –  Fears  of  credit  crunch  in  Italian  farming  sector   –  Spanish  food  producers  worried  about  crumbling  domesMc   demand   Ø  European  economies  and  the  EU  were  and  are  in  deep  trouble   •  Against  this  background:   Ø How  severely  were  farmers  hurt  by  the  recent  crisis?   Ø How  much  were  farmers  exposed  to  the  threats  emanaMng   from  the  epicenters  of  recent  economic  turmoil?     Background  
  • 3. www.iamo.de   3   Anatomy  of  the  crisis  I   •   ATer  years  of  expansionary  monetary  policy  of  FED   –  massive  default  of  highly  leveraged  real  estate  loans   àoutbreak  of  the  U.S.  “subprime  crisis”    in  spring  2007     •  Loans  distributed  globally  in  form  of  structured  financial   products   Ø hurt  porWolios  of  banks  and  insMtuMonal  investors     Ø Loss  of  trust  in  financial  system   •  Large  losses  for  financial  insMtuMons,  difficulMes  in  borrowing   –  Epitomized  by  collapse  of  Lehman  brothers  in  September   2008   •  ReacMon  by  centrals  banks:   –  Lending  rates  cut   –  Increased  assets  on  their  own  balance  sheets   –  Liquidity  for  the  banking  sector  
  • 4. www.iamo.de   4   Anatomy  of  the  crisis  II   •  Governments  guaranteed  solvency  of  financial  ins4tu4ons  and  set   up  sMmulus  packages   •  Government  bailouts  and  na4onaliza4ons  à  explosion  of   sovereign  debt   •  Problems  in  debt  exposure:  Greece  (December  2009),  Ireland,   Portugal,  Spain  (2010),  Italy  (mid  2011)   •  GIIPS  countries  moved  to  center  of  interest  in  genuine  Eurozone   crisis   •  Eurozone  governments  in  response   –  EFSF  àESM   –  ECB:  buy  unlimited  amounts  of  government  bonds  (August   2012)  
  • 5. www.iamo.de   5   Anatomy  of  the  crises  III     •  Series  of  crises:  banking,  growth  and   compeMMveness,  sovereign  debt   •  crises  are  interlinked,  cannot  be  dealt  in   isolaMon   •  Severity  is  not  the  same  in  all  countries    
  • 6. www.iamo.de   6   Impact  on  EU  farmers   •  The  banking  crisis  may  cause  a  credit  crunch  for  agricultural   borrowers,  by  spoiling  the  funcMoning  of  rural  financial   markets   •  Economic  recession  and  dwindling  demand  for  income-­‐elasMc   food  products  may  lead  to  a  reducMon  of  farm  incomes   •  Constraints  on  public  budgets  may  lead  to  spending  cuts  in   agricultural  and  rural  policies  
  • 7. www.iamo.de   7   Agenda     •  ProducMon  and  Banking  structure  in  EU  agriculture   •  Farm  Financial  Indicators  (2000-­‐2009)   •  Lending  rates  in  the  general  Economy  and   Agriculture   •  EsMmated  return  on  the  last  Euro  invested  in   Farming   •  Summary  
  • 8. www.iamo.de   8   Produc4on  and  Banking  structure  in   EU  agriculture   Country   Farm  structures   Degree  of  farm   commercializaMon   DominaMng   agricultural   banking   insMtuMons   Investment  in   farming  assets   Denmark   Medium   High   Commercial  banks   TradiMonally  high,   recent  decline   France   Medium   Medium   Centralised  coops   Medium   Germany   Medium  (West)   Medium  (West)   Coops,  savings  banks   Medium   Large  (East)   High  (East)   Greece   Small   Low   Agricultural  sector   bank   Very  low   Ireland   Small   Medium   Commercial  banks   High  before  crisis   Italy   Small   Medium   Commercial  banks   Very  low   Poland   Small   Low   Coops   Low   Spain   Small  to  medium   Medium   Savings  banks   Low   UK   Large   High   Commercial  banks   Medium   Sources:  Authors’  compilaMon  based  on  European  Commission  (2012)  (farm  size  and  standard  gross  margins);  Jansson  et  al.   (2013)  (banking  insMtuMons);  FADN  data  (investment  acMvity),  miscellaneous  sources.  
  • 9. www.iamo.de   9   Data   •  Farm  Accountancy  Data  Network  (FADN)  data   for  last  10  years  publically  available   •  PIIGS,  Germany  (reference),  Denmark  and   United  Kingdom  (non-­‐euro  members)   •  No  data  available  for  very  recent  crisis  years  
  • 10. www.iamo.de   10   Farm  Financial  Indicators  
  • 11. www.iamo.de   11   Farm  Financial  Indicators  
  • 12. www.iamo.de   12   Farm  Financial  Indicators  
  • 13. www.iamo.de   13   Farm  Financial  Indicators  
  • 14. www.iamo.de   14   Lending  rates  in  the  general  Economy   and  Agriculture  
  • 15. www.iamo.de   15   Lending  rates  in  the  general  Economy   and  Agriculture  
  • 16. www.iamo.de   16   Es4mated  return  on  the  last  Euro   invested  in  Farming   •  if  credit  supply  constraints  exist  à  farmers  cannot  realize   profitable  capital  investments   •  return  on  last  euro  invested  >  interest  rates  on  credit  markets   •  calculaMon  of  marginal  value  of  farm  capital   –  esMmate  producMon  funcMon   –  esMmaMon  incorporates  semi-­‐parametric  control  funcMon   to  account  for  endogeneity  (Levinsohn  and  Petrin,  2003)   –  use  producMon  elasMciMes    to  calculate  marginal  return  on   working/fixed  capital  for  every  farm  in  sample  
  • 17. www.iamo.de   17   Es4mated  return  on  the  last  Euro   invested  in  Farming  
  • 18. www.iamo.de   18   Es4mated  return  on  the  last  Euro   invested  in  Farming  
  • 19. www.iamo.de   19   Summary  I   •  some  EU  farmers  faced  difficulMes  in  credit  access  aTer   outbreak  of  financial  crisis   •  low  debt  levels  and  declining  interest  rates  insulated  farmers   from  excessive  risk  exposure   •  Denmark:  highly  leveraged  farm  operaMons  in  the  pastà   credit  constraints  in  Ag   •  Spain  and  Italy:  increasing  marginal  returns  on  working  capital   consistent  with  Mghtening  credit  constraints   •  other  GIIPS:  liile  use  of  external  fundingà  no  obstacle  for   their  operaMons  
  • 20. www.iamo.de   20   Summary  II   •  Limited  financial  exposure  of  farmers  in  crisis  countries  result   of  liile  borrowing   Ø  To  what  extent  is  agricultural  banking  subject  to  deeper   structural  problems?   •  Greece:     •  ag  interest  rates  fluctuated  more  than  in  other  countries   •  farmers  paid  higher  rates  than  businesses  in  other  sectors  of  the   economy   Ø  lack  of  financial  integraMon  with  ag   •  helped  during  current  crisis  but  may  be  boileneck  for  future   development  of  ag  sector  
  • 21. www.iamo.de   21   The  End.  
  • 22. www.iamo.de   22   Appendix  
  • 23. www.iamo.de   23   -50050100150 2002 2003 2004 2005 2006 2007 2008 Denmark France Germany E Germany W Italy Spain Dots denote median; bars 3./1. quartiles. Marginal return on materials Field crop farms 23  
  • 24. www.iamo.de   24   The  End.   -100-90-80-70-60 2002 2003 2004 2005 2006 2007 2008 Denmark France Germany E Germany W Italy Spain Dots denote median; bars 3./1. quartiles. Marginal return on capital Field crop farms 24  
  • 25. www.iamo.de   25   -40-20020406080 2002 2003 2004 2005 2006 2007 2008 LevPet Within Market rate % Dots denote median; bars 3./1. quartiles. East German field crop farms: marginal return on materials Comparison of estimators 25