Beyond univariate measurement of spatial autocorrelation: Disaggregated spillover effects for Indonesia

Annals of GIS

Volumn 19, Issue 3, 2013, Pages 169-185

  Day, Jennifer ^a   Lewis, Blane ^b,c  

^a UNIVERSITY OF MELBOURNE   (Australia)

^b WORLD BANK   (Indonesia)

^c Indonesia Stock Exchange Building   (Indonesia)

Author keywords

Durbin representation; economic growth; Indonesia; spatial statistics; spillovers

Indexed keywords

ECONOMETRICS; ECONOMIC GROWTH; GROWTH MODELING; MAXIMUM LIKELIHOOD ANALYSIS; NUMERICAL MODEL; PANEL DATA; SPATIAL ANALYSIS; SPILLOVER EFFECT;

INDONESIA;

EID: 84883553313     PISSN: 19475683     EISSN: 19475691     Source Type: Journal    
DOI: 10.1080/19475683.2013.806353     Document Type: Article

References (63)

1. Anselin, L. 1988. Spatial Econometrics: Methods and Models, Dordrecht: Kluwer Academic Publishers.
2. Anselin, L., Le Gallo, J. and Jayet, H. 2008. " Spatial Panel Econometrics ". In The Econometrics of Panel Data, Fundamentals and Recent Developments in Theory and Practice, 3rd, Edited by: átyás, L. M and Sevestre, P. 627 - 662. Dordrecht: Kluwer.
3. Arbia, G., Basile, R. and Salvatore, M. Measuring Spatial Effects in Parametric and Nonparametric Modelling of Regional Growth and Convergence. In UNU/WIDER Project Meeting on Spatial Inequality in Development, Helsinki. May 29.
4. Arellano, M. and Bond, S. 1991. Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations. Review of Economic Studies, 58 (2): 277 - 297.
5. Barro, R. J. and Sala-i-Martin, X. 1994. Economic Growth, New York: McGraw-Hill.
6. Baumont, C., Ertur, C. and Le Gallo, J. 2001. "A Spatial Econometric Analysis of Geographic Spillovers and Growth for European Regions, 1980-1995.", LATEC - Document de Travail - Economie no. # 2001-04.
7. Bernat, A. 1996. Does Manufacturing Matter? A Spatial Econometric View of Kaldor's Laws. Journal of Regional Science, 36: 463 - 477.
8. Bhattacharjee, A. and Jensen-Butler, C. Estimation of Spatial Weights Matrix, with an Application to Diffusion in Housing Demand. CRIEFF Discussion Papers No. 519, from Centre for Research into Industry. Enterprise. Finance and the Firm.
9. Bottazzi, L. and Peri, G. 2003. Innovation and Spillovers in Regions: Evidence from European Patent Data. European Economic Review, 47: 687 - 710.
10. Burridge, P. 1981. Testing for a Common Factor in a Spatial Autoregression Model. Environment and Planning A, 13: 795 - 800.
11. Canning, D. and Pedroni, P. The Effect of Infrastructure on Long Run Economic Growth. Department of Economics Working Paper No. 2004-04. Williams College.
12. Chandra, A. and Thompson, E. 2000. Does Public Infrastructure Affect Economic Activity? Evidence from the Rural Interstate Highway System. Regional Science and Urban Economics, 30: 457 - 490.
13. Ciccone, A. 1996. " Externalities and Interdependent Growth: Theory and Evidence ". In University of California at Berkeley and Univeritat Pompeu Fabra. Download from Social Science Electronic Publishing, Social Science Research Network.
14. Day, J. and Ellis, P. 2012a. "Urbanization for Everyone: The Benefits of Urbanization in Indonesia's Rural Regions.", Journal of Urban Planning and Development. Forthcoming.
15. Day, J. and Ellis, P. 2012b. " Some Determinants of Growth in Off-Java Lagging Regions Since Decentralization ". In Annual Congress of the Association of European Schools of Planning Ankara, July 11-15
16. Day, J. and Ellis, P. 2012c. " Growth in Indonesia's Manufacturing Sectors: Urbanization or Localization Economies? ". In 6th Urban Research and Knowledge Symposium, 2012 Cities of Tomorrow: Framing the Future Barcelona, October 8-10
17. Day, J. and Ellis, P. 2012d. "Sluggish but Strengthening: Indonesia's Declining Diseconomies of Agglomeration.", Working Paper.
18. Elhorst, J. P. 2003. Specification and Estimation of Spatial Panel Data Models. International Regional Science Review, 26 (3): 244 - 268.
19. Elhorst, J. P. 2010. " Spatial Panel Data Models ". In Handbook of Applied Spatial Analysis, Edited by: Fischer, M. M. and Getis, A. 377 - 407. Berlin: Springer.
20. Elhorst, J. P. 2011. "Spatial Panel Models.", York University Working Paper. http://www.york.ac.uk/media/economics/documents/seminars/2011-12/Elhorst_November2011.pdf
21. Elhorst, J. P. 2012. Dynamic Spatial Panels: Models, Methods, and Inferences. Journal of Geographical Systems, 14 (1): 5 - 28.
22. Ertur, C., Le Gallo, J. and Baumont, C. 2006. The European Regional Convergence Process, 1980-1995: Do Spatial Regimes and Spatial Dependence Matter?. International Regional Science Review, 29 (1): 3 - 34.
23. Esther, V., ópez-Bazo, E. L, Moreno, R. and Suriñach, J. 2004. " Growth and Externalities across Economies. An Empirical Analysis Using Spatial Econometrics ". In Advances in Spatial Econometrics: Methodology, Tools and Applications, Edited by: Anselin, L., Florax, R. and Rey, S. J. Berlin: Springer-Verlag.
24. Fingleton, B. 1999. Regional Economic Growth and Convergence: Insights from a Spatial Econometric Perspective, Cambridge: University of Cambridge.
25. Fingleton, B. and López-Bazo, E. 2006. Empirical Growth Models with Spatial Effects. Papers in Regional Science, 85 (2): 177 - 198.
26. Garcia-Mila, T., McGuire, T. and Porter, R. H. 1996. The Effect of Public Capital in State-Level Production Functions Reconsidered. The Review of Economics and Statistics, LXXVIII: 177 - 180.
27. Getis, A. and Ord, J. K. 1992. The Analysis of Spatial Association by Use of Distance Statistics. Geographical Analysis, 24 (3): 189 - 206.
28. Getis, A. and Ord, J. K. 1996. "Local Spatial Statistics: An Overview. Spatial Analysis Modelling in a GIS Environment, P. Longley and M. Batty, 269-285. Cambridge: GeoInformation International
29. Hausmann, R., Hwang, J. and Rodrik, D. 2007. What you Export Matters. Journal of Economic Growth, 12 (1): 1 - 25.
30. Hermes, N. and Lensink, R. 2003. Foreign Direct Investment, Financial Development and Economic Growth. Journal of Development Studies, 40 (1): 142 - 163.
31. Holtz-Eakin, D. 1994. Public-Sector Capital and the Productivity Puzzle. The Review of Economics and Statistics, 76: 12 - 21.
32. Holtz-Eakin, D. and Lovely, M. E. 1996. Scale Economies, Returns to Variety, and the Productivity of Public Infrastructure. Regional Science and Urban Economics, 26 (2): 105 - 123.
33. Holtz-Eakin, D. and Schwartz, A. E. 1995. Infrastructure in a Structural Model of Economic Growth. Regional Science and Urban Economics, 25 (2): 131 - 151.
34. Hulten, C. R., Bennathan, E. and Srinivasan, S. 2006. Infrastructure, Externalities, and Economic Development: A Study of the Indian Manufacturing Industry. The World Bank Economic Review, 20 (2): 291 - 308.
35. Kennedy, P. 2003. A Guide to Econometrics, 5th, Cambridge: MIT Press.
36. Lall, S. 2007. Infrastructure and Regional Growth, Growth Dynamics and Policy Relevance for India. The Annals of Regional Science, 41 (3): 581 - 599.
37. Lee, L.-F. and Yu, J. 2010. Estimation of Spatial Autoregressive Panel Data Models with Fixed Effects. Journal of Econometrics, 154: 165 - 185.
38. LeSage, J. P. and Pace, R. K. 2009. Introduction to Spatial Econometrics, Boca Raton, FL: CRC Press, Taylor & Francis Group.
39. Lipsey, R. E. and Sjöholm, F. 2004. FDI and Wage Spillovers in Indonesian Manufacturing. Review of World Economics, 140 (2): 321 - 332.
40. López-Bazo, E., Vayá, E., Mora, A. J. and Suriñach, J. 1999. Regional Economic Dynamics and Convergence in the European Union. Annals of Regional Science, 33 (3): 343 - 370.
41. Magalhães, A., Hewings, G. and Azzoni, C. R. Spatial Dependence and Regional Convergence in Brazil. Regional Economics Applications Laboratory, REAL 00-T-11, University of Illinois at Urbana-Champaign.
42. McCulloch, N. and Sjahrir, B. S. 2008. Endowments, Location or Luck? Evaluating the Determinants of Sub-national Growth in Decentralized Indonesia. World Bank Policy Research Working Paper WPS4769, 1 (1): 1 - 34.
43. Moreno, R. and López-Bazo, E. 2003. The Impact of Infrastructure on Regional Economic Growth: Some Results on its Spillover Effect. Paper presented at XXIX Reunión de Estudios Regionales, Santander, November.,
44. Moreno, R., ópez-Bazo, E. L and Surinach, J. 1997. Evidence on the Complex Link between Infrastructure and Regional Growth. International Journal of Development Planning Literature, 12 (1): 81 - 108.
45. Murdoch, J. C. 2002. "Economic Growth, Civil Wars, and Spatial Spillovers. Journal of Conflict Resolution, 46 (1): 91 - 110.
46. Niebuhr, A. 2001. "Convergence and the Effects of Spatial Interaction. Jahrbuch für Regionalwissenschaft, 21: 113 - 133.
47. Paci, R. and Pigliaru, F. Technological Diffusion, Spatial Spillovers and Regional Convergence in Europe. Nota di Lavoro 36-2001, Fondazione Eni Enrico Mattei, Download from Social Science Electronic Publishing. Social Science Research Network.
48. Perret, J. K. On the Importance of Growth Spillovers and Regional Clustering in the Russian Federation. Schumpeter Discussion Papers 2011-001, Schumpeter School of Business and Economics. University of Wuppertal, Wuppertal.
49. Ramírez, M. T. and Loboguerrero, A. M. 2002. Spatial Dependence and Economic Growth: Evidence from a Panel of Countries. Borradores de Economía Working Paper No. 206, Banco de la República, Colombia,
50. Ramon, M. and Trehan, B. 1997. Location and the Growth of Nations. Journal of Economic Growth, 2: 399 - 418.
51. Rey, S. J. and Montouri, B. D. 1999. US Regional Income Convergence: A Spatial Econometric Perspective. Regional Studies, 32 (2): 143 - 156.
52. Rumayya, W. Wardaya, and E. A. Landiyanto. 2005. "Club Convergence & Regional Spillovers in East Java." In Parallel Session VB: Regional Economic Development, Jakarta, November 17.
53. Shen, X. 2000. The Influence of Location on Rural Industrial Development in Beijing Suburbs: A GIS Analysis. Geographic Information Sciences, 6 (1): 81 - 96.
54. Sjöholm, F. 1998. Productivity Growth in Indonesia: The Role of Regional Characteristics and Direct Foreign Investment. Economic Development and Cultural Change, 47 (3): 559 - 584.
55. Takii, S. 2005. Productivity Spillovers and Characteristics of Foreign Multinational Plants in Indonesian Manufacturing 1990-1995. Journal of Development Economics, 75: 521 - 542.
56. Tiefelsdorf, M., Griffith, D. A. and Boots, B. 1999. A Variance-Stabilizing Coding Scheme for Spatial Link Matrices. Environment and Planning A, 31: 165 - 180.
57. Todo, Y. and Miyamoto, K. 2006. Knowledge Spillovers from Foreign Direct Investment and the Role of Local R&D Activities: Evidence from Indonesia. Economic Development and Cultural Change, 55 (1): 173 - 200.
58. UNIDO. 2009. Industrial Development Report 2009: Breaking in and Moving Up: New Industrial Challenges for the Bottom Billion and the Middle-Income Countries, Vienna: UNIDO.
59. Vothknecht, M., and S. Sumarto. 2011. "Beyond the Overall Economic Downturn: Evidence on Sector-specific Effects of Violent Conflict from Indonesia." Discussion Paper, German Institute for Economic Research No. 1105 http://www.diw.de/discussionpapers (http://www.diw.de/discussionpapers)
60. Wang, F., Jin, F. and Gu, C. 2005. GIS-Based Method for Delineating Urban Hinterlands in Northeast China. Geographic Information Sciences, 11 (2): 113 - 121.
61. Ye, X. and Wei, Y. D. 2012. Regional Development, Disparities and Policies in Globalizing Asia. Regional Science Policy and Practice, 4 (3): 179 - 182.
62. Ying, L. 2003. Understanding China's Recent Growth Experience: A Spatial Econometric Perspective. The Annals of Regional Science, 37: 613 - 628.
63. Yusuf, S. and Nabeshima, K. 2010. Industrial Change in the Bangkok Urban Region, Washington, DC: The World Bank.