SlideShare a Scribd company logo
1 of 15
Download to read offline
Spatial Modeling Approach to Clustering the
Furniture Industry and Regional Development
             in Jepara, Indonesia




  Modelling and Simulation Society of Australia and New Zealand
                          13 Dec 2011
Structure

 Introduction
 Method
 Result
   Spatial distribution
   Spatial analysis
 Conclusion
Introduction

• 95% furniture industry managed by small-
  scale and medium enterprises (SMEs)
• Jepara, Central Java, long history of significant
  furniture industry player
• Provide livelihood for + 5m people
  (direct/indirect) through 15,271 associated
  enterprises (2005)
Introduction – cont.
• Dropped to 11,981 enterprises in 2010
  – 96% independent (focus on specific activities, e.g.
    workshops, sawmills)
  – 4% integrated (integrate 2 or more activities, e.g.
    workshop and showroom, log yard and sawmill)
• 92% are small scale producers
• Furniture industries contributed 27% of Jepara
  district’s income (2009); accounted for 10%
  national export value (US$1.5 billion)
Introduction – cont.
• SMEs in Jepara formed natural clusters
   – Not efficiently distributed in obtaining raw materials
     and marketing
• Large number of small workshops were established
  during the export boom era in 1997/98
• Many exited soon after the boom; due to inefficiency:
   – Unable to cope with increasing raw material price
   – Unable to fulfill market demands
• Aim to analyze the spatial context of efficiency based on
  the industrial location theory
   – Total reduction in production costs, including minimizing
     transportation costs
Method
• Two sets of data were used
  – Spatial census 11,981 enterprises
  – Detailed intensive survey 2,000 enterprises
• Upstream efficiency
  – Distance from producers (workshops and
    warehouses) to suppliers (wood)
• Downstream efficiency
  – Distance from producers (workshops and
    warehouses) to retailers (showrooms)
Method – cont.

• The efficiency will affect the industry’s
  revenue  gross revenue
• Efficiency  reduced operation costs and time
  – Less transportation costs  more efficient
Results – spatial distribution
Results – spatial distribution CEK
Results – spatial distribution
Result – spatial analysis
                          Distance
                 Distance                          Annual
                              to
                 to Wood                Road        gross
    Sub-district          Furniture
                 Supplier              density   revenue (in
                           retailers
                   (km)                          million Rp.)
                             (km)
        Bangsri      1.46      10.48    0.0038      231,152
        Batealit     0.78      0.79    0.0052     1,308,344
      Donorojo     15.64      25.22     0.0033         6,788
          Jepara     0.75      1.04    0.0043     1,312,824
   Kalinyamatan      1.88      3.14    0.0058        23,528
        Kedung       0.46      0.62     0.0055      402,600
          Keling   10.58      21.24     0.0029         3,372
      Kembang        3.16     14.68     0.0039        24,924
        Mayong       1.78      4.16     0.0037        27,978
       Mlonggo       0.90      7.22     0.0052      572,754
      Nalumsari      8.11     10.92     0.0039         8,374
        Pakisaji     1.02      3.24     0.0043      321,344
     Pecangaan       0.76      1.22     0.0057      467,858
       Tahunan       0.29      0.17    0.0066     3,306,500
       Welahan       4.16      6.19     0.0059         7,380
Result – spatial analysis
35



30



25



20                                                                                                                                                                 Distance to Wood
                                                                                                                                                                   Suppliers (km)
15
                                                                                                                                                                   Distance to Furniture
10
                                                                                                                                                                   retailers (km)
                                                                                                                                                                   Annual gross revenue
 5



 0
                                                                                                                        Pakisaji




                                                                                                                                                         Welahan
               BATEALIT




                                                                      Keling
                                              Kalinyamatan




                                                                                                            Nalumsari


                                                                                                                                   Pecangaan
                                                                                                                                               TAHUNAN
                                                                                         Mayong
                          Donorojo




                                                                               Kembang
                                     JEPARA


                                                             Kedung
     Bangsri




                                                                                                  Mlonggo
Result – spatial analysis
Conclusion
Furniture industry in Jepara has:
• Different downstream and upstream efficiency
• significance correlation
   • furniture workshop  retailers
   • furniture workshop  suppliers
• Furniture industry in Jepara is more buyer driven
• Future development of Jepara needs to consider:
   • Spatial configuration of furniture retailers and
     wood suppliers
   • Road network
THANK YOU

More Related Content

More from CIFOR-ICRAF

The role of forest in climate change mitigation: Introduction to REDD+ initia...
The role of forest in climate change mitigation: Introduction to REDD+ initia...The role of forest in climate change mitigation: Introduction to REDD+ initia...
The role of forest in climate change mitigation: Introduction to REDD+ initia...CIFOR-ICRAF
 
REDD+ et marche du carbone. Instrument de developpement ou marche de dupes de...
REDD+ et marche du carbone. Instrument de developpement ou marche de dupes de...REDD+ et marche du carbone. Instrument de developpement ou marche de dupes de...
REDD+ et marche du carbone. Instrument de developpement ou marche de dupes de...CIFOR-ICRAF
 
La RDC dans le paysage des projets et des programmes juridictionnels REDD+
La RDC dans le paysage des projets et des programmes juridictionnels REDD+La RDC dans le paysage des projets et des programmes juridictionnels REDD+
La RDC dans le paysage des projets et des programmes juridictionnels REDD+CIFOR-ICRAF
 
Cadre légal et réglementaire du marché carbone en RDC
Cadre légal et réglementaire du marché carbone en RDCCadre légal et réglementaire du marché carbone en RDC
Cadre légal et réglementaire du marché carbone en RDCCIFOR-ICRAF
 
Exploitation minière artisanale, moyens de subsistance et déforestation dans ...
Exploitation minière artisanale, moyens de subsistance et déforestation dans ...Exploitation minière artisanale, moyens de subsistance et déforestation dans ...
Exploitation minière artisanale, moyens de subsistance et déforestation dans ...CIFOR-ICRAF
 
Qu'est-ce qui influence l'efficacité des interventions de conservation des fo...
Qu'est-ce qui influence l'efficacité des interventions de conservation des fo...Qu'est-ce qui influence l'efficacité des interventions de conservation des fo...
Qu'est-ce qui influence l'efficacité des interventions de conservation des fo...CIFOR-ICRAF
 
Industries miniéres et justice climatique en Afrique centrale : étude de droi...
Industries miniéres et justice climatique en Afrique centrale : étude de droi...Industries miniéres et justice climatique en Afrique centrale : étude de droi...
Industries miniéres et justice climatique en Afrique centrale : étude de droi...CIFOR-ICRAF
 
Enjeux de la future politique forestière de la République Démocratique du Congo
Enjeux de la future politique forestière de la République Démocratique du CongoEnjeux de la future politique forestière de la République Démocratique du Congo
Enjeux de la future politique forestière de la République Démocratique du CongoCIFOR-ICRAF
 
Incentive Scheme for Smallholders
Incentive Scheme for Smallholders Incentive Scheme for Smallholders
Incentive Scheme for Smallholders CIFOR-ICRAF
 
Capacity Building in oil palm trade and sustainability
Capacity Building in oil palm trade and sustainabilityCapacity Building in oil palm trade and sustainability
Capacity Building in oil palm trade and sustainabilityCIFOR-ICRAF
 
Monitoring songbirds' online market
Monitoring songbirds' online market Monitoring songbirds' online market
Monitoring songbirds' online market CIFOR-ICRAF
 
Supporting Farmer Transition to Produce Deforestation-Free Coffee
Supporting Farmer Transition to Produce Deforestation-Free CoffeeSupporting Farmer Transition to Produce Deforestation-Free Coffee
Supporting Farmer Transition to Produce Deforestation-Free CoffeeCIFOR-ICRAF
 
Pathways to sustainable trade and system dynamic simulation
Pathways to sustainable trade and system dynamic simulationPathways to sustainable trade and system dynamic simulation
Pathways to sustainable trade and system dynamic simulationCIFOR-ICRAF
 
Cenários de desmatamento para o Brasil Plataforma REDD BRASIL
Cenários de desmatamento para o Brasil Plataforma REDD BRASILCenários de desmatamento para o Brasil Plataforma REDD BRASIL
Cenários de desmatamento para o Brasil Plataforma REDD BRASILCIFOR-ICRAF
 
A Plataforma REDD+ Brasil: contexto
A Plataforma REDD+ Brasil: contexto   A Plataforma REDD+ Brasil: contexto
A Plataforma REDD+ Brasil: contexto CIFOR-ICRAF
 
Research priorities in seagrass ecosystems to enhance blue carbon as Natural...
Research priorities in seagrass ecosystems to enhance blue carbon  as Natural...Research priorities in seagrass ecosystems to enhance blue carbon  as Natural...
Research priorities in seagrass ecosystems to enhance blue carbon as Natural...CIFOR-ICRAF
 
The role of mangrove blue carbon research to support national climate mitigat...
The role of mangrove blue carbon research to support national climate mitigat...The role of mangrove blue carbon research to support national climate mitigat...
The role of mangrove blue carbon research to support national climate mitigat...CIFOR-ICRAF
 
Mangrove restoration – where to restore & can we monitor? case for Indonesia
Mangrove restoration – where to restore & can we monitor? case for IndonesiaMangrove restoration – where to restore & can we monitor? case for Indonesia
Mangrove restoration – where to restore & can we monitor? case for IndonesiaCIFOR-ICRAF
 
Trees, forests and landscapes for people and the planet
Trees, forests and landscapes for people and the planetTrees, forests and landscapes for people and the planet
Trees, forests and landscapes for people and the planetCIFOR-ICRAF
 
Blue Carbon Dialogue: Bridging Science and Policy for Effective Implementatio...
Blue Carbon Dialogue: Bridging Science and Policy for Effective Implementatio...Blue Carbon Dialogue: Bridging Science and Policy for Effective Implementatio...
Blue Carbon Dialogue: Bridging Science and Policy for Effective Implementatio...CIFOR-ICRAF
 

More from CIFOR-ICRAF (20)

The role of forest in climate change mitigation: Introduction to REDD+ initia...
The role of forest in climate change mitigation: Introduction to REDD+ initia...The role of forest in climate change mitigation: Introduction to REDD+ initia...
The role of forest in climate change mitigation: Introduction to REDD+ initia...
 
REDD+ et marche du carbone. Instrument de developpement ou marche de dupes de...
REDD+ et marche du carbone. Instrument de developpement ou marche de dupes de...REDD+ et marche du carbone. Instrument de developpement ou marche de dupes de...
REDD+ et marche du carbone. Instrument de developpement ou marche de dupes de...
 
La RDC dans le paysage des projets et des programmes juridictionnels REDD+
La RDC dans le paysage des projets et des programmes juridictionnels REDD+La RDC dans le paysage des projets et des programmes juridictionnels REDD+
La RDC dans le paysage des projets et des programmes juridictionnels REDD+
 
Cadre légal et réglementaire du marché carbone en RDC
Cadre légal et réglementaire du marché carbone en RDCCadre légal et réglementaire du marché carbone en RDC
Cadre légal et réglementaire du marché carbone en RDC
 
Exploitation minière artisanale, moyens de subsistance et déforestation dans ...
Exploitation minière artisanale, moyens de subsistance et déforestation dans ...Exploitation minière artisanale, moyens de subsistance et déforestation dans ...
Exploitation minière artisanale, moyens de subsistance et déforestation dans ...
 
Qu'est-ce qui influence l'efficacité des interventions de conservation des fo...
Qu'est-ce qui influence l'efficacité des interventions de conservation des fo...Qu'est-ce qui influence l'efficacité des interventions de conservation des fo...
Qu'est-ce qui influence l'efficacité des interventions de conservation des fo...
 
Industries miniéres et justice climatique en Afrique centrale : étude de droi...
Industries miniéres et justice climatique en Afrique centrale : étude de droi...Industries miniéres et justice climatique en Afrique centrale : étude de droi...
Industries miniéres et justice climatique en Afrique centrale : étude de droi...
 
Enjeux de la future politique forestière de la République Démocratique du Congo
Enjeux de la future politique forestière de la République Démocratique du CongoEnjeux de la future politique forestière de la République Démocratique du Congo
Enjeux de la future politique forestière de la République Démocratique du Congo
 
Incentive Scheme for Smallholders
Incentive Scheme for Smallholders Incentive Scheme for Smallholders
Incentive Scheme for Smallholders
 
Capacity Building in oil palm trade and sustainability
Capacity Building in oil palm trade and sustainabilityCapacity Building in oil palm trade and sustainability
Capacity Building in oil palm trade and sustainability
 
Monitoring songbirds' online market
Monitoring songbirds' online market Monitoring songbirds' online market
Monitoring songbirds' online market
 
Supporting Farmer Transition to Produce Deforestation-Free Coffee
Supporting Farmer Transition to Produce Deforestation-Free CoffeeSupporting Farmer Transition to Produce Deforestation-Free Coffee
Supporting Farmer Transition to Produce Deforestation-Free Coffee
 
Pathways to sustainable trade and system dynamic simulation
Pathways to sustainable trade and system dynamic simulationPathways to sustainable trade and system dynamic simulation
Pathways to sustainable trade and system dynamic simulation
 
Cenários de desmatamento para o Brasil Plataforma REDD BRASIL
Cenários de desmatamento para o Brasil Plataforma REDD BRASILCenários de desmatamento para o Brasil Plataforma REDD BRASIL
Cenários de desmatamento para o Brasil Plataforma REDD BRASIL
 
A Plataforma REDD+ Brasil: contexto
A Plataforma REDD+ Brasil: contexto   A Plataforma REDD+ Brasil: contexto
A Plataforma REDD+ Brasil: contexto
 
Research priorities in seagrass ecosystems to enhance blue carbon as Natural...
Research priorities in seagrass ecosystems to enhance blue carbon  as Natural...Research priorities in seagrass ecosystems to enhance blue carbon  as Natural...
Research priorities in seagrass ecosystems to enhance blue carbon as Natural...
 
The role of mangrove blue carbon research to support national climate mitigat...
The role of mangrove blue carbon research to support national climate mitigat...The role of mangrove blue carbon research to support national climate mitigat...
The role of mangrove blue carbon research to support national climate mitigat...
 
Mangrove restoration – where to restore & can we monitor? case for Indonesia
Mangrove restoration – where to restore & can we monitor? case for IndonesiaMangrove restoration – where to restore & can we monitor? case for Indonesia
Mangrove restoration – where to restore & can we monitor? case for Indonesia
 
Trees, forests and landscapes for people and the planet
Trees, forests and landscapes for people and the planetTrees, forests and landscapes for people and the planet
Trees, forests and landscapes for people and the planet
 
Blue Carbon Dialogue: Bridging Science and Policy for Effective Implementatio...
Blue Carbon Dialogue: Bridging Science and Policy for Effective Implementatio...Blue Carbon Dialogue: Bridging Science and Policy for Effective Implementatio...
Blue Carbon Dialogue: Bridging Science and Policy for Effective Implementatio...
 

Recently uploaded

Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusZilliz
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdfSandro Moreira
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...apidays
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesrafiqahmad00786416
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...apidays
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businesspanagenda
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Jeffrey Haguewood
 
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot ModelMcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot ModelDeepika Singh
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsNanddeep Nachan
 
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Angeliki Cooney
 
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Zilliz
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamUiPathCommunity
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobeapidays
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodJuan lago vázquez
 
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWEREMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWERMadyBayot
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...apidays
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyKhushali Kathiriya
 

Recently uploaded (20)

Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challenges
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
 
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot ModelMcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectors
 
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
 
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWEREMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 

Spatial Modelling Approach to Clustering the Furniture Industry and Regional Development in Jepara, Indonesia

  • 1. Spatial Modeling Approach to Clustering the Furniture Industry and Regional Development in Jepara, Indonesia Modelling and Simulation Society of Australia and New Zealand 13 Dec 2011
  • 2. Structure  Introduction  Method  Result  Spatial distribution  Spatial analysis  Conclusion
  • 3. Introduction • 95% furniture industry managed by small- scale and medium enterprises (SMEs) • Jepara, Central Java, long history of significant furniture industry player • Provide livelihood for + 5m people (direct/indirect) through 15,271 associated enterprises (2005)
  • 4. Introduction – cont. • Dropped to 11,981 enterprises in 2010 – 96% independent (focus on specific activities, e.g. workshops, sawmills) – 4% integrated (integrate 2 or more activities, e.g. workshop and showroom, log yard and sawmill) • 92% are small scale producers • Furniture industries contributed 27% of Jepara district’s income (2009); accounted for 10% national export value (US$1.5 billion)
  • 5. Introduction – cont. • SMEs in Jepara formed natural clusters – Not efficiently distributed in obtaining raw materials and marketing • Large number of small workshops were established during the export boom era in 1997/98 • Many exited soon after the boom; due to inefficiency: – Unable to cope with increasing raw material price – Unable to fulfill market demands • Aim to analyze the spatial context of efficiency based on the industrial location theory – Total reduction in production costs, including minimizing transportation costs
  • 6. Method • Two sets of data were used – Spatial census 11,981 enterprises – Detailed intensive survey 2,000 enterprises • Upstream efficiency – Distance from producers (workshops and warehouses) to suppliers (wood) • Downstream efficiency – Distance from producers (workshops and warehouses) to retailers (showrooms)
  • 7. Method – cont. • The efficiency will affect the industry’s revenue  gross revenue • Efficiency  reduced operation costs and time – Less transportation costs  more efficient
  • 8. Results – spatial distribution
  • 9. Results – spatial distribution CEK
  • 10. Results – spatial distribution
  • 11. Result – spatial analysis Distance Distance Annual to to Wood Road gross Sub-district Furniture Supplier density revenue (in retailers (km) million Rp.) (km) Bangsri 1.46 10.48 0.0038 231,152 Batealit 0.78 0.79 0.0052 1,308,344 Donorojo 15.64 25.22 0.0033 6,788 Jepara 0.75 1.04 0.0043 1,312,824 Kalinyamatan 1.88 3.14 0.0058 23,528 Kedung 0.46 0.62 0.0055 402,600 Keling 10.58 21.24 0.0029 3,372 Kembang 3.16 14.68 0.0039 24,924 Mayong 1.78 4.16 0.0037 27,978 Mlonggo 0.90 7.22 0.0052 572,754 Nalumsari 8.11 10.92 0.0039 8,374 Pakisaji 1.02 3.24 0.0043 321,344 Pecangaan 0.76 1.22 0.0057 467,858 Tahunan 0.29 0.17 0.0066 3,306,500 Welahan 4.16 6.19 0.0059 7,380
  • 12. Result – spatial analysis 35 30 25 20 Distance to Wood Suppliers (km) 15 Distance to Furniture 10 retailers (km) Annual gross revenue 5 0 Pakisaji Welahan BATEALIT Keling Kalinyamatan Nalumsari Pecangaan TAHUNAN Mayong Donorojo Kembang JEPARA Kedung Bangsri Mlonggo
  • 13. Result – spatial analysis
  • 14. Conclusion Furniture industry in Jepara has: • Different downstream and upstream efficiency • significance correlation • furniture workshop  retailers • furniture workshop  suppliers • Furniture industry in Jepara is more buyer driven • Future development of Jepara needs to consider: • Spatial configuration of furniture retailers and wood suppliers • Road network