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The rural and agriculture interface:
towards a quantitative framework

     Alessandro Alasia and Ray Bollman
           Rural Research Group


         1st Annual Rural Research Workshop

                 May 5, 2011, Ottawa
Outline-summary
 Why: it is one of the long-standing policy questions
 Literature: farm families are more dependent on rural
  communities that the other way around
 Our objective: assess economic flows between the farm
  sector and the local economy (focus on labour)
 Methods: spatial buffers of labour earnings and other
  economic flows
 Findings: farm household labour supply to the
  community is generally greater than the non-family
  labour demand generated by farm business

2               Statistics Canada • Statistique Canada
Why are agriculture-rural linkages a
relevant issue?
 Since the 70s the decoupling of agriculture and rural
  economy has become increasingly evident

 A set of questions has become recurrent in the literature
  and policy debate (Heady 1981, Otto 1986, Fuller and
  Bollman 1992, OECD 2006; OECD 2010):
    • Can agricultural policy be a rural development policy? Or vice
      versa.
    • What would be the impact of an agriculture shock on the rural
      economy? Or vice versa.


3                    Statistics Canada • Statistique Canada
Insights from the literature

   Over time, agriculture and agricultural policies have become less relevant to
    rural communities; while the rural economy has become increasingly
    relevant in sustaining farming families (Smith and Martin, 1972; Otto 1986).

   OECD (2010:7) “while agricultural policies are important for those who
    obtain their livelihood from the agricultural sector, the contribution of these
    policies to the economies of rural communities is tending to diminish.”

   OECD (2010:9) “the work conducted by the OECD suggests that a
    continued shift from a sectoral emphasis towards place-based policies is
    likely to lead to increased policy effectiveness.”

   OECD (2006), Coherence of Agricultural and Rural Development
    Policies (pag. 418)
     • An extensive review of concepts, theory and case studies.
     • Lack of data on agriculture-rural linkages, particularly when the focus is
        “place-base.”


4                         Statistics Canada • Statistique Canada
Our objectives
 A (preliminary) quantitative framework that can be
  used to assess the linkages between agriculture and the
  rural economy with:

 A focus on economic flows
    • Between the farm sector (farm) and the community
    • Between the community and the farm sector (household)


 A focus on communities (a place-based interface)

5                   Statistics Canada • Statistique Canada
Where are the linkages?
(With some simplification and a focus on labour and goods/services)


                 Agriculture policy                         Other sectoral policy
                   Sector /vertical                            Sector /vertical
          E.g. Price/income stabilisation              E.g. Price
              Marketing                                      Marketing
              Agricultural infrastructure                    Infrastructure




                                     Local organizations
                               Municipalities
                               Community organizations
                                                                                      Rural development policy
                                                                                        Place based/horizontal
                                                                                    Infrastructure
                 Farm businesses                            Non-farm businesses     Business support
          Not-incorporated                             Agriculture related          human capital
          Incorporated                                 Non-agriculture related
          Others




                             Farm families         Non-farm families
Where are the linkages?
(With some simplification and a focus on labour and goods/services)


                 Agriculture policy                         Other sectoral policy
                   Sector /vertical                            Sector /vertical
          E.g. Price/income stabilisation              E.g. Price
              Marketing                                      Marketing
              Agricultural infrastructure                    Infrastructure




                                     Local organizations
                               Municipalities
                               Community organizations
                                                                                      Rural development policy
                                                                                        Place based/horizontal
                                                                                    Infrastructure
                 Farm businesses                            Non-farm businesses     Business support
          Not-incorporated                             Agriculture related          human capital
          Incorporated                                 Non-agriculture related
          Others




                             Farm families         Non-farm families
Where are the linkages?
(With some simplification and a focus on labour and goods/services)


                 Agriculture policy                         Other sectoral policy
                   Sector /vertical                            Sector /vertical
          E.g. Price/income stabilisation              E.g. Price
              Marketing                                      Marketing
              Agricultural infrastructure                    Infrastructure




                                     Local organizations
                               Municipalities
                               Community organizations
                                                                                      Rural development policy
                                                                                        Place based/horizontal
                                                                                    Infrastructure
                 Farm businesses                            Non-farm businesses     Business support
          Not-incorporated                             Agriculture related          human capital
          Incorporated                                 Non-agriculture related
          Others




                             Farm families         Non-farm families
Where are the linkages?
(With some simplification and a focus on labour and goods/services)


                 Agriculture policy                         Other sectoral policy
                   Sector /vertical                            Sector /vertical
          E.g. Price/income stabilisation              E.g. Price
              Marketing                                      Marketing
              Agricultural infrastructure                    Infrastructure




                                     Local organizations
                               Municipalities
                               Community organizations
                                                                                      Rural development policy
                                                                                        Place based/horizontal
                                                                                    Infrastructure
                 Farm businesses                            Non-farm businesses     Business support
          Not-incorporated                             Agriculture related          human capital
          Incorporated                                 Non-agriculture related
          Others




                             Farm families         Non-farm families
Where are the linkages?
(With some simplification and a focus on labour and goods/services)


                 Agriculture policy                         Other sectoral policy
                   Sector /vertical                            Sector /vertical
          E.g. Price/income stabilisation              E.g. Price
              Marketing                                      Marketing
              Agricultural infrastructure                    Infrastructure




                                     Local organizations
                               Municipalities
                               Community organizations
                                                                                      Rural development policy
                                                                                        Place based/horizontal
                                                                                    Infrastructure
                 Farm businesses                            Non-farm businesses     Business support
          Not-incorporated                             Agriculture related          human capital
          Incorporated                                 Non-agriculture related
          Others




                             Farm families         Non-farm families
Where are the linkages?
(With some simplification and a focus on labour and goods/services)


                 Agriculture policy                         Other sectoral policy
                   Sector /vertical                            Sector /vertical
          E.g. Price/income stabilisation              E.g. Price
              Marketing                                      Marketing
              Agricultural infrastructure                    Infrastructure




                                     Local organizations
                               Municipalities
                               Community organizations
                                                                                      Rural development policy
                                                                                        Place based/horizontal
                                                                                    Infrastructure
                 Farm businesses                            Non-farm businesses     Business support
          Not-incorporated                             Agriculture related          human capital
          Incorporated                                 Non-agriculture related
          Others




                             Farm families         Non-farm families
Methods: a focus on communities

                                              The monetary value of the flow is tabulated
                                              for the all observations in the buffer zone

                                              The total population is tabulated in the
                                              buffer zone

                                              The calculated flow per capita is assigned to
      CCS:                                    the CCS in the centre of the buffer zone
      Inverness, Québec
                                              This is repeated for each CCS


                                                    Dissemination area centroid
                                                    Dissemination area boundary
                                                    Census consolidated subdivision centroid
                                                    Census consolidated subdivision boundary
                                                    Selected dissemination area centroids
                                                    50-km radius buffer zone




12              Statistics Canada • Statistique Canada
Methods: data sources

 Census of Agriculture 2006
     • Farm expenditures at the dissemination area level
     • Gross farm revenue at the dissemination area level

 Census of Population 2006
     • Income by source of members of a farm household (household
       with a census-farm operator present), at the dissemination area
       level

 (Agriculture-population linkage database)


13                    Statistics Canada • Statistique Canada
Methods: nature of the flows

 Estimated value of labour demand generated by the farm
  business, computed as the value of:
     • Wages and salaries paid to non family members
     • 50% of (1) Custom work, contract work and hired trucking; (2)
       Veterinary services, drugs, semen, breeding fees, etc.; (3) Repairs and
       maintenance to farm machinery, equipment and vehicles; and (4)
       Repairs and maintenance to farm buildings and fences

 Estimated value of labour supply from the farm household to the
  community, computed as the value of:
     • wages and salaries received by household members with a non-
       agriculture related job (i.e. all NAICS except 111*, 112*, 1151, 1152)
     • non-farm self employment income for all members of a farm households

 Interest flows and other farm expenditures flows

14                      Statistics Canada • Statistique Canada
15   Statistics Canada • Statistique Canada
Dollars per capita
                                    0.0 – 180
                                    181 – 460
                                    461 – 935
                                    936 – 1,600
                                    1,601 – 2,500
                                    2,501 – 4,000
                                    4,000 – 7,300


                                                                    Labour supply
                                                           from the farm household (per capita)
                                                                                        Dollars per capita
                                                                                        0.0 – 230
                                                                                        231 – 520
                                                                                        521 – 1,100
                                                                                        1,101– 2,000
                                                                                        2,001 – 3,000
                                                                                        3,001 – 4,000
                                                                                        4,001 – 7,000




Labour demand
from the farm business (per capita)




  16                       Statistics Canada • Statistique Canada
Towards a framework to assess
flows: Communities with low, medium, high labour
linkages on the supply and demand side
     SUPPLY from farm
         household to
           community             Low                                             Total
                                                   Medium                High
DEMAND                  Labour supply       Labour supply        Labour supply   CCSs
From farm                  p.c. <$100       p.c. $100-$500          p.c. >$500
to community

Low
Labour demand    p.c.             409                   346               29      784
   <$100

Medium
Labour demand    p.c.               20                  783              271     1074
   $100-$500
High
Labour demand    p.c.                                     36             447      483
   >$500
Total CCSs
                                  429                 1165               747     2341
17                      Statistics Canada • Statistique Canada
Toward a framework to assess
flows: direction of linkages and community type

             Community type   Agriculture is relatively             Agriculture is relatively less
                                  important in the                      important in the
                                  community                             community
Direction
Higher farm to community      Agriculture sector changes are        Agriculture sector changes are
    linkages                      likely to have large impact           likely to have a small impact
                                  on the rural economy                  on the rural economy

Higher community to farm      Rural development is likely to        Rural development may still
    household linkages            have a large impact on the            have some impact on the
                                  farm households                       farm households

Small linkage in both         Agricultural and rural initiatives    Agricultural and rural initiatives
   directions                     are likely to be disjointed           are likely to be disjointed




18                         Statistics Canada • Statistique Canada
Toward a framework to assess flows:
Labour linkages (number of CCSs)


            Community type           Gross farm receipts per       Gross farm receipts per
                                             capita =>$1,602                capita <$1,602


Direction
Labour D > labour S                               319 CCSs                    88 CCSs
   Higher farm to community
   linkages

Labour S > labour D                               851 CCSs                  678 CCSs
   Higher community to farm
   household linkages
Small linkage in both                                          …            409 CCSs
   directions
Labour supply and demand
   p.c. <$100




19                        Statistics Canada • Statistique Canada
Gross farm receipts   Gross farm receipts
                                                                         per capita            per capita <$1,602
     Labour linkages between the                 Labour D > labour S
                                                                         =>$1,602
                                                                                  319 CCSs               88 CCSs
     farm sector and the community
                                                 Labour S > labour D              851 CCSs              678 CCSs

                                                 Small linkages                          …              409 CCSs




20                  Statistics Canada • Statistique Canada
Toward a framework to assess flows:
Labour linkages (number of CCSs)




                                 Gross farm receipts per           Gross farm receipts per
                                         capita =>$1,602                    capita <$1,602


Labour D > labour S             Average demand p.c. = $679         Average demand p.c. = $162
   Higher farm to community      Average supply p.c. = $507         Average supply p.c. = $131
   linkages                                 D/S ratio=1.34                     D/S ratio=1.24

Labour S > labour D            Average demand p.c. = $754          Average demand p.c. = $102
   Higher community to farm    Average supply p.c. = $1,432         Average supply p.c. = $294
   household linkages                       D/S ratio=0.53                     D/S ratio=0.35

Small linkages                                                      Average demand p.c. = $36
                                                                     Average supply p.c. = $57
                                                                               D/S ratio=0.63


21                        Statistics Canada • Statistique Canada
Open issues
 Improve some of the current measures
     • Agriculture-population linkage database
     • Farm corporations and their reporting of agriculture
       income remain a challenge for this type of analysis


 Extend the analysis to other type of linkages
  (capital, land, other assets)


22                 Statistics Canada • Statistique Canada
Conclusions
 Overall, insights from the literature seems to apply to labour flows
  from/to farm sector and community, but not all places are the same

 If “place-based” is the new approach: we need to assess the place-
  based agriculture-rural interface(s)

 When we look at labour linkages, about 850 agricultural intensive
  communities have stronger linkages from the local economy to the
  farm households; about 320 agriculture intensive communities have
  stronger linkages in the opposite direction




23                   Statistics Canada • Statistique Canada
Thank you

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Cs4 p12 alasia bollman agri_rural

  • 1. The rural and agriculture interface: towards a quantitative framework Alessandro Alasia and Ray Bollman Rural Research Group 1st Annual Rural Research Workshop May 5, 2011, Ottawa
  • 2. Outline-summary  Why: it is one of the long-standing policy questions  Literature: farm families are more dependent on rural communities that the other way around  Our objective: assess economic flows between the farm sector and the local economy (focus on labour)  Methods: spatial buffers of labour earnings and other economic flows  Findings: farm household labour supply to the community is generally greater than the non-family labour demand generated by farm business 2 Statistics Canada • Statistique Canada
  • 3. Why are agriculture-rural linkages a relevant issue?  Since the 70s the decoupling of agriculture and rural economy has become increasingly evident  A set of questions has become recurrent in the literature and policy debate (Heady 1981, Otto 1986, Fuller and Bollman 1992, OECD 2006; OECD 2010): • Can agricultural policy be a rural development policy? Or vice versa. • What would be the impact of an agriculture shock on the rural economy? Or vice versa. 3 Statistics Canada • Statistique Canada
  • 4. Insights from the literature  Over time, agriculture and agricultural policies have become less relevant to rural communities; while the rural economy has become increasingly relevant in sustaining farming families (Smith and Martin, 1972; Otto 1986).  OECD (2010:7) “while agricultural policies are important for those who obtain their livelihood from the agricultural sector, the contribution of these policies to the economies of rural communities is tending to diminish.”  OECD (2010:9) “the work conducted by the OECD suggests that a continued shift from a sectoral emphasis towards place-based policies is likely to lead to increased policy effectiveness.”  OECD (2006), Coherence of Agricultural and Rural Development Policies (pag. 418) • An extensive review of concepts, theory and case studies. • Lack of data on agriculture-rural linkages, particularly when the focus is “place-base.” 4 Statistics Canada • Statistique Canada
  • 5. Our objectives  A (preliminary) quantitative framework that can be used to assess the linkages between agriculture and the rural economy with:  A focus on economic flows • Between the farm sector (farm) and the community • Between the community and the farm sector (household)  A focus on communities (a place-based interface) 5 Statistics Canada • Statistique Canada
  • 6. Where are the linkages? (With some simplification and a focus on labour and goods/services) Agriculture policy Other sectoral policy Sector /vertical Sector /vertical E.g. Price/income stabilisation E.g. Price Marketing Marketing Agricultural infrastructure Infrastructure Local organizations Municipalities Community organizations Rural development policy Place based/horizontal Infrastructure Farm businesses Non-farm businesses Business support Not-incorporated Agriculture related human capital Incorporated Non-agriculture related Others Farm families Non-farm families
  • 7. Where are the linkages? (With some simplification and a focus on labour and goods/services) Agriculture policy Other sectoral policy Sector /vertical Sector /vertical E.g. Price/income stabilisation E.g. Price Marketing Marketing Agricultural infrastructure Infrastructure Local organizations Municipalities Community organizations Rural development policy Place based/horizontal Infrastructure Farm businesses Non-farm businesses Business support Not-incorporated Agriculture related human capital Incorporated Non-agriculture related Others Farm families Non-farm families
  • 8. Where are the linkages? (With some simplification and a focus on labour and goods/services) Agriculture policy Other sectoral policy Sector /vertical Sector /vertical E.g. Price/income stabilisation E.g. Price Marketing Marketing Agricultural infrastructure Infrastructure Local organizations Municipalities Community organizations Rural development policy Place based/horizontal Infrastructure Farm businesses Non-farm businesses Business support Not-incorporated Agriculture related human capital Incorporated Non-agriculture related Others Farm families Non-farm families
  • 9. Where are the linkages? (With some simplification and a focus on labour and goods/services) Agriculture policy Other sectoral policy Sector /vertical Sector /vertical E.g. Price/income stabilisation E.g. Price Marketing Marketing Agricultural infrastructure Infrastructure Local organizations Municipalities Community organizations Rural development policy Place based/horizontal Infrastructure Farm businesses Non-farm businesses Business support Not-incorporated Agriculture related human capital Incorporated Non-agriculture related Others Farm families Non-farm families
  • 10. Where are the linkages? (With some simplification and a focus on labour and goods/services) Agriculture policy Other sectoral policy Sector /vertical Sector /vertical E.g. Price/income stabilisation E.g. Price Marketing Marketing Agricultural infrastructure Infrastructure Local organizations Municipalities Community organizations Rural development policy Place based/horizontal Infrastructure Farm businesses Non-farm businesses Business support Not-incorporated Agriculture related human capital Incorporated Non-agriculture related Others Farm families Non-farm families
  • 11. Where are the linkages? (With some simplification and a focus on labour and goods/services) Agriculture policy Other sectoral policy Sector /vertical Sector /vertical E.g. Price/income stabilisation E.g. Price Marketing Marketing Agricultural infrastructure Infrastructure Local organizations Municipalities Community organizations Rural development policy Place based/horizontal Infrastructure Farm businesses Non-farm businesses Business support Not-incorporated Agriculture related human capital Incorporated Non-agriculture related Others Farm families Non-farm families
  • 12. Methods: a focus on communities The monetary value of the flow is tabulated for the all observations in the buffer zone The total population is tabulated in the buffer zone The calculated flow per capita is assigned to CCS: the CCS in the centre of the buffer zone Inverness, Québec This is repeated for each CCS Dissemination area centroid Dissemination area boundary Census consolidated subdivision centroid Census consolidated subdivision boundary Selected dissemination area centroids 50-km radius buffer zone 12 Statistics Canada • Statistique Canada
  • 13. Methods: data sources  Census of Agriculture 2006 • Farm expenditures at the dissemination area level • Gross farm revenue at the dissemination area level  Census of Population 2006 • Income by source of members of a farm household (household with a census-farm operator present), at the dissemination area level  (Agriculture-population linkage database) 13 Statistics Canada • Statistique Canada
  • 14. Methods: nature of the flows  Estimated value of labour demand generated by the farm business, computed as the value of: • Wages and salaries paid to non family members • 50% of (1) Custom work, contract work and hired trucking; (2) Veterinary services, drugs, semen, breeding fees, etc.; (3) Repairs and maintenance to farm machinery, equipment and vehicles; and (4) Repairs and maintenance to farm buildings and fences  Estimated value of labour supply from the farm household to the community, computed as the value of: • wages and salaries received by household members with a non- agriculture related job (i.e. all NAICS except 111*, 112*, 1151, 1152) • non-farm self employment income for all members of a farm households  Interest flows and other farm expenditures flows 14 Statistics Canada • Statistique Canada
  • 15. 15 Statistics Canada • Statistique Canada
  • 16. Dollars per capita 0.0 – 180 181 – 460 461 – 935 936 – 1,600 1,601 – 2,500 2,501 – 4,000 4,000 – 7,300 Labour supply from the farm household (per capita) Dollars per capita 0.0 – 230 231 – 520 521 – 1,100 1,101– 2,000 2,001 – 3,000 3,001 – 4,000 4,001 – 7,000 Labour demand from the farm business (per capita) 16 Statistics Canada • Statistique Canada
  • 17. Towards a framework to assess flows: Communities with low, medium, high labour linkages on the supply and demand side SUPPLY from farm household to community Low Total Medium High DEMAND Labour supply Labour supply Labour supply CCSs From farm p.c. <$100 p.c. $100-$500 p.c. >$500 to community Low Labour demand p.c. 409 346 29 784 <$100 Medium Labour demand p.c. 20 783 271 1074 $100-$500 High Labour demand p.c. 36 447 483 >$500 Total CCSs 429 1165 747 2341 17 Statistics Canada • Statistique Canada
  • 18. Toward a framework to assess flows: direction of linkages and community type Community type Agriculture is relatively Agriculture is relatively less important in the important in the community community Direction Higher farm to community Agriculture sector changes are Agriculture sector changes are linkages likely to have large impact likely to have a small impact on the rural economy on the rural economy Higher community to farm Rural development is likely to Rural development may still household linkages have a large impact on the have some impact on the farm households farm households Small linkage in both Agricultural and rural initiatives Agricultural and rural initiatives directions are likely to be disjointed are likely to be disjointed 18 Statistics Canada • Statistique Canada
  • 19. Toward a framework to assess flows: Labour linkages (number of CCSs) Community type Gross farm receipts per Gross farm receipts per capita =>$1,602 capita <$1,602 Direction Labour D > labour S 319 CCSs 88 CCSs Higher farm to community linkages Labour S > labour D 851 CCSs 678 CCSs Higher community to farm household linkages Small linkage in both … 409 CCSs directions Labour supply and demand p.c. <$100 19 Statistics Canada • Statistique Canada
  • 20. Gross farm receipts Gross farm receipts per capita per capita <$1,602 Labour linkages between the Labour D > labour S =>$1,602 319 CCSs 88 CCSs farm sector and the community Labour S > labour D 851 CCSs 678 CCSs Small linkages … 409 CCSs 20 Statistics Canada • Statistique Canada
  • 21. Toward a framework to assess flows: Labour linkages (number of CCSs) Gross farm receipts per Gross farm receipts per capita =>$1,602 capita <$1,602 Labour D > labour S Average demand p.c. = $679 Average demand p.c. = $162 Higher farm to community Average supply p.c. = $507 Average supply p.c. = $131 linkages D/S ratio=1.34 D/S ratio=1.24 Labour S > labour D Average demand p.c. = $754 Average demand p.c. = $102 Higher community to farm Average supply p.c. = $1,432 Average supply p.c. = $294 household linkages D/S ratio=0.53 D/S ratio=0.35 Small linkages Average demand p.c. = $36 Average supply p.c. = $57 D/S ratio=0.63 21 Statistics Canada • Statistique Canada
  • 22. Open issues  Improve some of the current measures • Agriculture-population linkage database • Farm corporations and their reporting of agriculture income remain a challenge for this type of analysis  Extend the analysis to other type of linkages (capital, land, other assets) 22 Statistics Canada • Statistique Canada
  • 23. Conclusions  Overall, insights from the literature seems to apply to labour flows from/to farm sector and community, but not all places are the same  If “place-based” is the new approach: we need to assess the place- based agriculture-rural interface(s)  When we look at labour linkages, about 850 agricultural intensive communities have stronger linkages from the local economy to the farm households; about 320 agriculture intensive communities have stronger linkages in the opposite direction 23 Statistics Canada • Statistique Canada