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The Modifiable Areal Unit Problem in Multivariate Statistical Analysis

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  1. Christopher S. Fowler & Nathan Frey & David C. Folch & Nicholas Nagle & Seth Spielman, 2018. "Who are the people in my neighborhood? The ‘contextual fallacy’ of measuring individual context with census geographies," Working Papers 18-11, Center for Economic Studies, U.S. Census Bureau.
  2. Cletus C. Coughlin & Dennis Novy, 2021. "Estimating Border Effects: The Impact Of Spatial Aggregation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 62(4), pages 1453-1487, November.
  3. Burger, M.J. & van Oort, F.G. & van der Knaap, G.A., 2008. "A Treatise on the Geographical Scale of Agglomeration Externalities and the Modifiable Areal Unit Problem," ERIM Report Series Research in Management ERS-2008-076-ORG, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
  4. David Gray, 2005. "An examination of regional interaction and super-regions in Britain: An error correction model approach," Regional Studies, Taylor & Francis Journals, vol. 39(5), pages 619-632.
  5. Briant, A. & Combes, P.-P. & Lafourcade, M., 2010. "Dots to boxes: Do the size and shape of spatial units jeopardize economic geography estimations?," Journal of Urban Economics, Elsevier, vol. 67(3), pages 287-302, May.
  6. Grineski, Sara E. & Collins, Timothy W. & Morales, Danielle X., 2017. "Asian Americans and disproportionate exposure to carcinogenic hazardous air pollutants: A national study," Social Science & Medicine, Elsevier, vol. 185(C), pages 71-80.
  7. Andrea Sarzynski & Thomas J. Vicino, 2019. "Shrinking Suburbs: Analyzing the Decline of American Suburban Spaces," Sustainability, MDPI, vol. 11(19), pages 1-19, September.
  8. Juan Carlos Duque & Raul Ramos Lobo & Jordi Surinach Caralt, 2004. "Design of Homogeneous Territorial Units: A Methodological Proposal," Working Papers in Economics 115, Universitat de Barcelona. Espai de Recerca en Economia.
  9. Mitra, Raktim & Buliung, Ron N., 2012. "Built environment correlates of active school transportation: neighborhood and the modifiable areal unit problem," Journal of Transport Geography, Elsevier, vol. 20(1), pages 51-61.
  10. Boonekamp, Thijs & Zuidberg, Joost & Burghouwt, Guillaume, 2018. "Determinants of air travel demand: The role of low-cost carriers, ethnic links and aviation-dependent employment," Transportation Research Part A: Policy and Practice, Elsevier, vol. 112(C), pages 18-28.
  11. Spielman, Seth E. & Yoo, Eun-hye, 2009. "The spatial dimensions of neighborhood effects," Social Science & Medicine, Elsevier, vol. 68(6), pages 1098-1105, March.
  12. Bala, Alain Pholo & Peeters, Dominique & Thomas, Isabelle, 2014. "Spatial issues on a hedonic estimation of rents in Brussels," Journal of Housing Economics, Elsevier, vol. 25(C), pages 104-123.
  13. Wang, Lu & Hu, Wei, 2013. "Immigrant health, place effect and regional disparities in Canada," Social Science & Medicine, Elsevier, vol. 98(C), pages 8-17.
  14. Gisselquist, Rachel M. & McDoom, Omar Shahabudin, 2015. "The conceptualization and measurement ofethnic and religious divisions: categorical, temporal, and spatial dimensions with evidencefrom Mindanao, the Philippines," LSE Research Online Documents on Economics 61993, London School of Economics and Political Science, LSE Library.
  15. Shannon, Jerry, 2014. "What does SNAP benefit usage tell us about food access in low-income neighborhoods?," Social Science & Medicine, Elsevier, vol. 107(C), pages 89-99.
  16. Gábor Békés & Péter Harasztosi, 2018. "Grid and shake: spatial aggregation and the robustness of regionally estimated elasticities," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(1), pages 143-170, January.
  17. Juergen Bitzer & Erkan Goeren, 2018. "Foreign Aid and Subnational Development: A Grid Cell Analysis," Working Papers V-407-18, University of Oldenburg, Department of Economics, revised Mar 2018.
  18. Michael M. Nielsen & Pontus Hennerdal, 2014. "MAUPing Workplace Clusters," Growth and Change, Wiley Blackwell, vol. 45(2), pages 211-221, June.
  19. Ortega, Emilio & López, Elena & Monzón, Andrés, 2014. "Territorial cohesion impacts of high-speed rail under different zoning systems," Journal of Transport Geography, Elsevier, vol. 34(C), pages 16-24.
  20. Roberto Ercole & Robert O'neill, 2017. "The Influence of Agglomeration Externalities on Manufacturing Growth Within Indonesian Locations," Growth and Change, Wiley Blackwell, vol. 48(1), pages 91-126, March.
  21. Sevrin Waights, 2019. "The preservation of historic districts—is it worth it?," Journal of Economic Geography, Oxford University Press, vol. 19(2), pages 433-464.
  22. Tyler W. Myroniuk & Michael J. White & Mark Gross & Rebecca Wang & Carren Ginsburg & Mark Collinson, 2018. "Does it Take a Village? Migration among Rural South African Youth," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 37(6), pages 1079-1108, December.
  23. Gustavo A. García & Edgar Julián Muñoz González & Stefany Gallego Ortiz, 2018. "Análisis Espacial de la Informalidad Laboral a Nivel Intra-urbano," Documentos de Trabajo de Valor Público 16499, Universidad EAFIT.
  24. Jordy Meekes & Wolter H. J. Hassink, 2023. "Endogenous local labour markets, regional aggregation and agglomeration economies," Regional Studies, Taylor & Francis Journals, vol. 57(1), pages 13-25, January.
  25. Niedzielski, Michael A. & Horner, Mark W. & Xiao, Ningchuan, 2013. "Analyzing scale independence in jobs-housing and commute efficiency metrics," Transportation Research Part A: Policy and Practice, Elsevier, vol. 58(C), pages 129-143.
  26. Kemeny, Thomas & Storper, Michael, 2020. "Superstar cities and left-behind places: disruptive innovation, labor demand, and interregional inequality," LSE Research Online Documents on Economics 103312, London School of Economics and Political Science, LSE Library.
  27. Minxuan Lan & Lin Liu & Andres Hernandez & Weiyi Liu & Hanlin Zhou & Zengli Wang, 2019. "The Spillover Effect of Geotagged Tweets as a Measure of Ambient Population for Theft Crime," Sustainability, MDPI, vol. 11(23), pages 1-17, November.
  28. Gabriel S. Sampson & Edward D. Perry, 2019. "Peer effects in the diffusion of water‐saving agricultural technologies," Agricultural Economics, International Association of Agricultural Economists, vol. 50(6), pages 693-706, November.
  29. Omar Shahabudin McDoom & Rachel M. Gisselquist, 2016. "The Measurement of Ethnic and Religious Divisions: Spatial, Temporal, and Categorical Dimensions with Evidence from Mindanao, the Philippines," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 129(2), pages 863-891, November.
  30. Karin Edmark, 2019. "Location choices of Swedish independent schools," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 63(1), pages 219-239, August.
  31. Paolo Veneri, 2018. "Urban spatial structure in OECD cities: Is urban population decentralising or clustering?," Papers in Regional Science, Wiley Blackwell, vol. 97(4), pages 1355-1374, November.
  32. Benjamin Adams, 2015. "Finding similar places using the observation-to-generalization place model," Journal of Geographical Systems, Springer, vol. 17(2), pages 137-156, April.
  33. Chunzhu Wei & Mark Padgham & Pablo Cabrera Barona & Thomas Blaschke, 2017. "Scale-Free Relationships between Social and Landscape Factors in Urban Systems," Sustainability, MDPI, vol. 9(1), pages 1-19, January.
  34. Luis Martínez & José Viegas & Elisabete Silva, 2009. "A traffic analysis zone definition: a new methodology and algorithm," Transportation, Springer, vol. 36(5), pages 581-599, September.
  35. Exeter, Daniel John & Rodgers, Sarah & Sabel, Clive Eric, 2014. "“Whose data is it anyway?” The implications of putting small area-level health and social data online," Health Policy, Elsevier, vol. 114(1), pages 88-96.
  36. Helen Naughton & Pehr-Johan Norbäck & Ayça Tekin-Koru, 2016. "Aggregation Issues of Foreign Direct Investment Estimation in an Interdependent World," The World Economy, Wiley Blackwell, vol. 39(12), pages 2046-2073, December.
  37. Jinhyun Hong & Qing Shen & Lei Zhang, 2014. "How do built-environment factors affect travel behavior? A spatial analysis at different geographic scales," Transportation, Springer, vol. 41(3), pages 419-440, May.
  38. Abdel-Aty, Mohamed & Lee, Jaeyoung & Siddiqui, Chowdhury & Choi, Keechoo, 2013. "Geographical unit based analysis in the context of transportation safety planning," Transportation Research Part A: Policy and Practice, Elsevier, vol. 49(C), pages 62-75.
  39. Mehra, Renee & Boyd, Lisa M. & Ickovics, Jeannette R., 2017. "Racial residential segregation and adverse birth outcomes: A systematic review and meta-analysis," Social Science & Medicine, Elsevier, vol. 191(C), pages 237-250.
  40. Douglas S. Noonan, 2008. "Evidence of Environmental Justice: A Critical Perspective on the Practice of EJ Research and Lessons for Policy Design," Social Science Quarterly, Southwestern Social Science Association, vol. 89(5), pages 1153-1174, December.
  41. Sabel, C.E. & Kihal, W. & Bard, D. & Weber, C., 2013. "Creation of synthetic homogeneous neighbourhoods using zone design algorithms to explore relationships between asthma and deprivation in Strasbourg, France," Social Science & Medicine, Elsevier, vol. 91(C), pages 110-121.
  42. HURIOT, Jean-Marie & PERREUR, Jacky, 1998. "Journey to the Centre of Europe," LATEC - Document de travail - Economie (1991-2003) 1998-06, LATEC, Laboratoire d'Analyse et des Techniques EConomiques, CNRS UMR 5118, Université de Bourgogne.
  43. Graif, Corina & Arcaya, Mariana C. & Diez Roux, Ana V., 2016. "Moving to opportunity and mental health: Exploring the spatial context of neighborhood effects," Social Science & Medicine, Elsevier, vol. 162(C), pages 50-58.
  44. Mooney, Stephen J. & Hosford, Kate & Howe, Bill & Yan, An & Winters, Meghan & Bassok, Alon & Hirsch, Jana A., 2019. "Freedom from the station: Spatial equity in access to dockless bike share," Journal of Transport Geography, Elsevier, vol. 74(C), pages 91-96.
  45. Morton, Craig & Wilson, Charlie & Anable, Jillian, 2018. "The diffusion of domestic energy efficiency policies: A spatial perspective," Energy Policy, Elsevier, vol. 114(C), pages 77-88.
  46. Morton, Craig & Anable, Jillian & Yeboah, Godwin & Cottrill, Caitlin, 2018. "The spatial pattern of demand in the early market for electric vehicles: Evidence from the United Kingdom," Journal of Transport Geography, Elsevier, vol. 72(C), pages 119-130.
  47. Andresen, Martin A., 2011. "Estimating the probability of local crime clusters: The impact of immediate spatial neighbors," Journal of Criminal Justice, Elsevier, vol. 39(5), pages 394-404.
  48. Raos, Robert & Janus, Magdalena, 2011. "Examining spatial variations in the prevalence of mental health problems among 5-year-old children in Canada," Social Science & Medicine, Elsevier, vol. 72(3), pages 383-388, February.
  49. Amir Hassan Zadeh & Hamed M. Zolbanin & Ramesh Sharda & Dursun Delen, 2019. "Social Media for Nowcasting Flu Activity: Spatio-Temporal Big Data Analysis," Information Systems Frontiers, Springer, vol. 21(4), pages 743-760, August.
  50. López-Carr, David & Davis, Jason & Jankowska, Marta M. & Grant, Laura & López-Carr, Anna Carla & Clark, Matthew, 2012. "Space versus place in complex human–natural systems: Spatial and multi-level models of tropical land use and cover change (LUCC) in Guatemala," Ecological Modelling, Elsevier, vol. 229(C), pages 64-75.
  51. Shoff, Carla & Yang, Tse-Chuan, 2013. "Understanding maternal smoking during pregnancy: Does residential context matter?," Social Science & Medicine, Elsevier, vol. 78(C), pages 50-60.
  52. Tse-Chuan Yang & Leif Jensen, 2015. "Exploring the Inequality-Mortality Relationship in the US with Bayesian Spatial Modeling," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 34(3), pages 437-460, June.
  53. Flowerdew, Robin & Manley, David J. & Sabel, Clive E., 2008. "Neighbourhood effects on health: Does it matter where you draw the boundaries?," Social Science & Medicine, Elsevier, vol. 66(6), pages 1241-1255, March.
  54. John F Helliwell & Hugh Shiplett & Christopher P Barrington-Leigh, 2019. "How happy are your neighbours? Variation in life satisfaction among 1200 Canadian neighbourhoods and communities," PLOS ONE, Public Library of Science, vol. 14(1), pages 1-24, January.
  55. Wati, Kala & Tranter, Paul J., 2015. "Spatial and socio-demographic determinants of South East Queensland students’ school cycling," Journal of Transport Geography, Elsevier, vol. 47(C), pages 23-36.
  56. Yolande Pottie-Sherman & Rima Wilkes, 2017. "Does Size Really Matter? On the Relationship between Immigrant Group Size and Anti-Immigrant Prejudice," International Migration Review, Wiley Blackwell, vol. 51(1), pages 218-250, March.
  57. Wright, David Bradley & Ricketts III, Thomas C., 2010. "The road to efficiency? Re-examining the impact of the primary care physician workforce on health care utilization rates," Social Science & Medicine, Elsevier, vol. 70(12), pages 2006-2010, June.
  58. Suau-Sanchez, Pere & Burghouwt, Guillaume & Pallares-Barbera, Montserrat, 2014. "An appraisal of the CORINE land cover database in airport catchment area analysis using a GIS approach," Journal of Air Transport Management, Elsevier, vol. 34(C), pages 12-16.
  59. Gift Dumedah & Nadine Schuurman & Wanhong Yang, 2008. "Minimizing effects of scale distortion for spatially grouped census data using rough sets," Journal of Geographical Systems, Springer, vol. 10(1), pages 47-69, March.
  60. Farber, Steven & Li, Xiao, 2013. "Urban sprawl and social interaction potential: an empirical analysis of large metropolitan regions in the United States," Journal of Transport Geography, Elsevier, vol. 31(C), pages 267-277.
  61. Pani, Agnivesh & Sahu, Prasanta K. & Chandra, Aitichya & Sarkar, Ashoke K., 2019. "Assessing the extent of modifiable areal unit problem in modelling freight (trip) generation: Relationship between zone design and model estimation results," Journal of Transport Geography, Elsevier, vol. 80(C).
  62. Chambers, T. & Pearson, A.L. & Kawachi, I. & Rzotkiewicz, Z. & Stanley, J. & Smith, M. & barr, M. & Ni Mhurchu, C. & Signal, L., 2017. "Kids in space: Measuring children's residential neighborhoods and other destinations using activity space GPS and wearable camera data," Social Science & Medicine, Elsevier, vol. 193(C), pages 41-50.
  63. Lee, Harry F. & Fei, Jie & Chan, Christopher Y.S. & Pei, Qing & Jia, Xin & Yue, Ricci P.H., 2017. "Climate change and epidemics in Chinese history: A multi-scalar analysis," Social Science & Medicine, Elsevier, vol. 174(C), pages 53-63.
  64. Portnov, Boris A. & Felsenstein, Daniel, 2010. "On the suitability of income inequality measures for regional analysis: Some evidence from simulation analysis and bootstrapping tests," Socio-Economic Planning Sciences, Elsevier, vol. 44(4), pages 212-219, December.
  65. Sampson, Gabriel & Perry, Edward & Hendricks, Nathan P., 2017. "The Role of Peer Effects in Resource Extraction - The Case of Kansas Groundwater," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258286, Agricultural and Applied Economics Association.
  66. Tamás Dusek, 2005. "The modifiable areal unit problem in regional economics," ERSA conference papers ersa05p357, European Regional Science Association.
  67. Omar McDoom & Rachel M. Gisselquist S., 2015. "The conceptualization and measurement of ethnic and religious divisions: Categorical, temporal, and spatial dimensions with evidence from Mindanao, the Philippines," WIDER Working Paper Series 022, World Institute for Development Economic Research (UNU-WIDER).
  68. Yiming Wang, 2011. "White flight in Los Angeles county, 1960–1990: a model of fuzzy tipping," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 47(1), pages 111-129, August.
  69. Qiurong Xu & Xinqi Zheng & Chunxiao Zhang, 2018. "Quantitative Analysis of the Determinants Influencing Urban Expansion: A Case Study in Beijing, China," Sustainability, MDPI, vol. 10(5), pages 1-16, May.
  70. John Östh & Aura Reggiani & Giacomo Galiazzo, 2014. "Novel methods for the estimation of cost–distance decay in potential accessibility models," Chapters, in: Ana Condeço-Melhorado & Aura Reggiani & Javier Gutiérrez (ed.), Accessibility and Spatial Interaction, chapter 2, pages 15-37, Edward Elgar Publishing.
  71. Rowangould, Dana & Karner, Alex & London, Jonathan, 2016. "Identifying environmental justice communities for transportation analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 88(C), pages 151-162.
  72. Guangqing Chi & Jun Zhu, 2008. "Spatial Regression Models for Demographic Analysis," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 27(1), pages 17-42, February.
  73. Stijn van Weezel, 2017. "Mostly Harmless? A Subnational Analysis of the Aid-Conflict Nexus," Working Papers 201728, School of Economics, University College Dublin.
  74. Philippe Apparicio & Anne-Marie Séguin & Daniel Naud, 2008. "The Quality of the Urban Environment Around Public Housing Buildings in Montréal: An Objective Approach Based on GIS and Multivariate Statistical Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 86(3), pages 355-380, May.
  75. Bivand, Roger & Szymanski, Stefan, 2000. "Modelling the spatial impact of the introduction of Compulsory Competitive Tendering," Regional Science and Urban Economics, Elsevier, vol. 30(2), pages 203-219, March.
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  77. Richard R. Shaker & Joseph Aversa & Victoria Papp & Bryant M. Serre & Brian R. Mackay, 2020. "Showcasing Relationships between Neighborhood Design and Wellbeing Toronto Indicators," Sustainability, MDPI, vol. 12(3), pages 1-24, January.
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