Refereed Publications


Kang M, Moudon AV, Kim H, Boyle LN. Intersections and Non-Intersections: A Protocol for Identifying Pedestrian Crash Risk Locations in GIS. Int J Environ Res Public Health. 2019 Sep 24;16(19). doi: 10.3390/ijerph16193565. PubMed PMID: 31554231; PubMed Central PMCID: PMC6801818.

Eisenberg-Guyot, J, Moudon, AV, Hurvitz, PM, Mooney, SJ, Whitlock, KB, Saelens, BE. Beyond the Bus Stop: Where Transit Users Walk. Journal of Transport & Health. 2019, 14.

Duncan GE, Avery A, Hurvitz PM, Moudon AV, Tsang S, Turkheimer E. Cohort Profile: TWINS study of environment, lifestyle behaviours and health. Int J Epidemiol. 2019 Aug 1;48(4):1041-1041h. doi: 10.1093/ije/dyy224. PubMed PMID: 30428089; PubMed Central PMCID: PMC6693812.

Moudon AV, Huang R, Stewart OT, Cohen-Cline H, Noonan C, Hurvitz PM, Duncan GE. Probabilistic walking models using built environment and sociodemographic predictors. Popul Health Metr. 2019 Jun 3;17(1):7. doi: 10.1186/s12963-019-0186-8. PubMed PMID: 31159824; PubMed Central PMCID: PMC6547573.

Scully JY, Moudon AV, Hurvitz PM, Aggarwal A, Drewnowski A. A Time-Based Objective Measure of Exposure to the Food Environment. Int J Environ Res Public Health. 2019 Apr 2;16(7). doi: 10.3390/ijerph16071180. PubMed PMID: 30986919; PubMed Central PMCID: PMC6480343.

Drewnowski A, Arterburn D, Zane J, Aggarwal A, Gupta S, Hurvitz PM, Moudon AV, Bobb J, Cook A, Lozano P, Rosenberg D. The Moving to Health (M2H) approach to natural experiment research: A paradigm shift for studies on built environment and health. SSM Popul Health. 2019 Apr;7:100345. doi: 10.1016/j.ssmph.2018.100345. eCollection 2019 Apr. PubMed PMID: 30656207; PubMed Central PMCID: PMC6329830.

Huang R, Moudon AV, Zhou C, Saelens BE. Higher residential and employment densities are associated with more objectively measured walking in the home neighborhood. J Transp Health. 2019 Mar;12:142-151. doi: 10.1016/j.jth.2018.12.002. Epub 2019 Jan 22. PubMed PMID: 31598466; PubMed Central PMCID: PMC6785037.


Stewart OT, Moudon AV, Littman A, Seto E, Saelens BE. The association between park facilities and the occurrence of physical activity during park visits. J Leis Res. 2018;49(3-5):217-235. doi: 10.1080/00222216.2018.1534073. Epub 2019 Jan 9. PubMed PMID: 31602048; PubMed Central PMCID: PMC6786780.

Kang M, Moudon AV, Hurvitz PM, Saelens BE. Capturing fine-scale travel behaviors: a comparative analysis between personal activity location measurement system (PALMS) and travel diary. Int J Health Geogr. 2018 Dec 3;17(1):40. doi: 10.1186/s12942-018-0161-9. PubMed PMID: 30509275; PubMed Central PMCID: PMC6278002.

Stewart OT, Moudon AV, Littman AJ, Seto E, Saelens BE. The Association Between Park Facilities and Duration of Physical Activity During Active Park Visits. J Urban Health. 2018 Dec;95(6):869-880. doi: 10.1007/s11524-018-0311-1. PubMed PMID: 30232689; PubMed Central PMCID: PMC6286274.

Bowen DJ, Jabson JM, Barrington WE, Littman AJ, Patrick DL, Moudon AV, Albano D, Beresford SAA. Environmental and Individual Predictors of Healthy Dietary Behaviors in a Sample of Middle Aged Hispanic and Caucasian Women. Int J Environ Res Public Health. 2018 Oct 17;15(10). doi: 10.3390/ijerph15102277. PubMed PMID: 30336587; PubMed Central PMCID: PMC6210480.

Stewart OT, Moudon AV, Littman AJ, Seto E, Saelens BE. Why neighborhood park proximity is not associated with total physical activity. Health Place. 2018 Jul;52:163-169. doi: 10.1016/j.healthplace.2018.05.011. Epub 2018 Jun 9. PubMed PMID: 29894907.

Kang B, Moudon AV, Hurvitz PM, Saelens BE. Increased Walking’s Additive and No Substitution Effect on Total Physical Activity. Med Sci Sports Exerc. 2018 Mar;50(3):468-475. doi: 10.1249/MSS.0000000000001450. PubMed PMID: 29016392; PubMed Central PMCID: PMC5820144.

Drewnowski A, Buszkiewicz J, Aggarwal A, Cook A, Moudon AV. A new method to visualize obesity prevalence in Seattle-King County at the census block level. Obes Sci Pract. 2018 Feb;4(1):14-19. doi: 10.1002/osp4.144. eCollection 2018 Feb. PubMed PMID: 29479460; PubMed Central PMCID: PMC5818733.


Chaix B, Duncan D, Vallée J, Vernez-Moudon A, Benmarhnia T, Kestens Y. The “Residential” Effect Fallacy in Neighborhood and Health Studies: Formal Definition, Empirical Identification, and Correction. Epidemiology. 2017 Nov;28(6):789-797. doi: 10.1097/EDE.0000000000000726. PubMed PMID: 28767516.

Scully JY, Vernez Moudon A, Hurvitz PM, Aggarwal A, Drewnowski A. GPS or travel diary: Comparing spatial and temporal characteristics of visits to fast food restaurants and supermarkets. PLoS One. 2017;12(4):e0174859. doi: 10.1371/journal.pone.0174859. eCollection 2017. PubMed PMID: 28388619; PubMed Central PMCID: PMC5384745.

Doescher MP, Lee C, Saelens BE, Lee C, Berke EM, Adachi-Mejia AM, Patterson DG, Moudon AV. Utilitarian and Recreational Walking Among Spanish- and English-Speaking Latino Adults in Micropolitan US Towns. J Immigr Minor Health. 2017 Apr;19(2):237-245. doi: 10.1007/s10903-016-0383-5. PubMed PMID: 26993115; PubMed Central PMCID: PMC5027171.

Kang B, Moudon AV, Hurvitz PM, Saelens BE. Differences in behavior, time, location, and built environment between objectively measured utilitarian and recreational walking. Trans Res D, 2017, (57):185-194

Stewart OT, Moudon AV, Saelens BE. 2017. The Causal Effect of Bus Rapid Transit on Changes in Transit Ridership. Journal of Public Transportation, 20 (1): 91-103. DOI:


Stewart, O.T., Carlos, H.A., Lee, C., Berke, E.M., Hurvitz, P.M., Li, L., Moudon A.V., Doescher, M. P. Secondary GIS built environment data for health research: Guidance for data development. Journal of Transport and Health. doi:

Giles-Corti B, Vernez-Moudon A, Reis R, Turrell G, Dannenberg AL, Badland H, Foster S, Lowe M, Sallis JF, Stevenson M, Owen N. City planning and population health: a global challenge. Lancet. 2016 Dec 10;388(10062):2912-2924. doi: 10.1016/S0140-6736(16)30066-6. Epub 2016 Sep 23. Review. PubMed PMID: 27671668.

Jiao J, Drewnowski A, Moudon AV, Aggarwal A, Oppert JM, Charreire H, Chaix B. The impact of area residential property values on self-rated health: A cross-sectional comparative study of Seattle and Paris. Prev Med Rep. 2016 Dec;4:68-74. doi: 10.1016/j.pmedr.2016.05.008. eCollection 2016 Dec. PubMed PMID: 27413663; PubMed Central PMCID: PMC4929065.

Baek SR, Moudon AV, Saelens BE, Kang B, Hurvitz PM, Bae CC. Comparisons of Physical Activity and Walking Between Korean Immigrant and White Women in King County, WA. J Immigr Minor Health. 2016 Dec;18(6):1541-1546. doi: 10.1007/s10903-015-0290-1. PubMed PMID: 26514149.

Drewnowski A, Aggarwal A, Tang W, Hurvitz PM, Scully J, Stewart O, Moudon AV. Obesity, diet quality, physical activity, and the built environment: the need for behavioral pathways. BMC Public Health. 2016 Nov 10;16(1):1153. doi: 10.1186/s12889-016-3798-y. PubMed PMID: 27832766; PubMed Central PMCID: PMC5105275.

Drewnowski A, Aggarwal A, Cook A, Stewart O, Moudon AV. Drewnowski et al. respond. Prev Med. 2016 Apr;85:117-8. doi: 10.1016/j.ypmed.2016.01.024. Epub 2016 Feb 15. PubMed PMID: 26854765.

Tang W, Aggarwal A, Liu Z, Acheson M, Rehm CD, Moudon AV, Drewnowski A. Validating self-reported food expenditures against food store and eating-out receipts. Eur J Clin Nutr. 2016 Mar;70(3):352-7. doi: 10.1038/ejcn.2015.166. Epub 2015 Oct 21. PubMed PMID: 26486299; PubMed Central PMCID: PMC4775333.

Stewart OT, Moudon AV, Fesinmeyer MD, Zhou C, Saelens BE. The association between park visitation and physical activity measured with accelerometer, GPS, and travel diary. Health Place. 2016 Mar;38:82-8. doi: 10.1016/j.healthplace.2016.01.004. Epub 2016 Feb 1. PubMed PMID: 26798965; PubMed Central PMCID: PMC4783178.

Tang W, Aggarwal A, Moudon AV, Drewnowski A. Self-reported and measured weights and heights among adults in Seattle and King County. BMC Obes. 2016;3:11. doi: 10.1186/s40608-016-0088-2. eCollection 2016. PubMed PMID: 26918195; PubMed Central PMCID: PMC4757992.

Stewart, OT, Moudon, AV, Saelens, BE, Kang, B, Doescher, MP. Comparing Associations Between the Built Environment and Walking in Rural Small Towns and a Large Metropolitan Area. Env Beh, 2016 48(1):13-36 DOI: 10.1177/0013916515612253


Kang B, Scully JY, Stewart O, Hurvitz PM, Moudon AV. Split-Match-Aggregate (SMA) algorithm: integrating sidewalk data with transportation network data in GIS. Int J Geogr Inf Sci. 2015 DOI: 10.1080/13658816.2014.981191

Drewnowski A, Aggarwal A, Cook A, Stewart O, Moudon AV. Geographic disparities in Healthy Eating Index scores (HEI-2005 and 2010) by residential property values: Findings from Seattle Obesity Study (SOS). Prev Med. 2016 Feb;83:46-55. doi: 10.1016/j.ypmed.2015.11.021. Epub 2015 Dec 3. PubMed PMID: 26657348; PubMed Central PMCID: PMC4724229.

Huang R, Moudon AV, Cook AJ, Drewnowski A. The spatial clustering of obesity: does the built environment matter?. J Hum Nutr Diet. 2015 Dec;28(6):604-12. doi: 10.1111/jhn.12279. Epub 2014 Oct 3. PubMed PMID: 25280252.

Quistberg DA, Howard EJ, Ebel BE, Moudon AV, Saelens BE, Hurvitz PM, Curtin JE, Rivara FP. Multilevel models for evaluating the risk of pedestrian-motor vehicle collisions at intersections and mid-blocks. Accid Anal Prev. 2015 Nov;84:99-111. doi: 10.1016/j.aap.2015.08.013. Epub 2015 Sep 1. PubMed PMID: 26339944; PubMed Central PMCID: PMC4598311.

Cohen-Cline H, Lau R, Moudon AV, Turkheimer E, Duncan GE. Associations Between Fast-Food Consumption and Body Mass Index: A Cross-Sectional Study in Adult Twins. Twin Res Hum Genet. 2015 Aug;18(4):375-82. doi: 10.1017/thg.2015.33. Epub 2015 May 25. PubMed PMID: 26005202; PubMed Central PMCID: PMC4560337.

Jiao J, Moudon AV, Kim SY, Hurvitz PM, Drewnowski A. Health Implications of Adults’ Eating at and Living near Fast Food or Quick Service Restaurants. Nutr Diabetes. 2015 Jul 20;5:e171. doi: 10.1038/nutd.2015.18. PubMed PMID: 26192449; PubMed Central PMCID: PMC4521173.

Drewnowski A, Aggarwal A, Tang W, Moudon AV. Residential property values predict prevalent obesity but do not predict 1-year weight change. Obesity (Silver Spring). 2015 Mar;23(3):671-6. doi: 10.1002/oby.20989. Epub 2015 Feb 13. PubMed PMID: 25684713; PubMed Central PMCID: PMC4340814.

Barrington WE, Beresford SA, Koepsell TD, Duncan GE, Moudon AV. Worksite neighborhood and obesogenic behaviors: findings among employees in the Promoting Activity and Changes in Eating (PACE) trial. Am J Prev Med. 2015 Jan;48(1):31-41. doi: 10.1016/j.amepre.2014.08.025. Epub 2014 Nov 6. PubMed PMID: 25442234; PubMed Central PMCID: PMC4418796.


Hurvitz PM, Moudon AV, Kang B, Fesinmeyer MD, Saelens BE. How far from home? The locations of physical activity in an urban U.S. setting. Prev Med. 2014 Dec;69:181-6. doi: 10.1016/j.ypmed.2014.08.034. Epub 2014 Oct 5. PubMed PMID: 25285750; PubMed Central PMCID: PMC4312253.

Doescher MP, Lee C, Berke EM, Adachi-Mejia AM, Lee CK, Stewart O, Patterson DG, Hurvitz PM, Carlos HA, Duncan GE, Moudon AV. The built environment and utilitarian walking in small U.S. towns. Prev Med. 2014 Dec;69:80-6. doi: 10.1016/j.ypmed.2014.08.027. Epub 2014 Sep 6. PubMed PMID: 25199732; PubMed Central PMCID: PMC4312190.

Drewnowski A, Aggarwal A, Rehm CD, Cohen-Cline H, Hurvitz PM, Moudon AV. Environments perceived as obesogenic have lower residential property values. Am J Prev Med. 2014 Sep;47(3):260-74. doi: 10.1016/j.amepre.2014.05.006. Epub 2014 Jul 19. PubMed PMID: 25049218; PubMed Central PMCID: PMC4142077.

Drewnowski A, Rehm CD, Moudon AV, Arterburn D. The geography of diabetes by census tract in a large sample of insured adults in King County, Washington, 2005-2006. Prev Chronic Dis. 2014 Jul 24;11:E125. doi: 10.5888/pcd11.140135. PubMed PMID: 25058671; PubMed Central PMCID: PMC4112927.

Berke EM, Vernez-Moudon A. Built environment change: a framework to support health-enhancing behaviour through environmental policy and health research. J Epidemiol Community Health. 2014 Jun;68(6):586-90. doi: 10.1136/jech-2012-201417. Epub 2014 Jan 23. PubMed PMID: 24459175; PubMed Central PMCID: PMC4008676.

Saelens BE, Vernez Moudon A, Kang B, Hurvitz PM, Zhou C. Relation between higher physical activity and public transit use. Am J Public Health. 2014 May;104(5):854-9. doi: 10.2105/AJPH.2013.301696. Epub 2014 Mar 13. PubMed PMID: 24625142; PubMed Central PMCID: PMC3987609.

Aggarwal A, Cook AJ, Jiao J, Seguin RA, Vernez Moudon A, Hurvitz PM, Drewnowski A. Access to supermarkets and fruit and vegetable consumption. Am J Public Health. 2014 May;104(5):917-23. doi: 10.2105/AJPH.2013.301763. Epub 2014 Mar 13. PubMed PMID: 24625173; PubMed Central PMCID: PMC3987578.

Duncan GE, Mills B, Strachan E, Hurvitz P, Huang R, Moudon AV, Turkheimer E. Stepping towards causation in studies of neighborhood and environmental effects: how twin research can overcome problems of selection and reverse causation. Health Place. 2014 May;27:106-11. doi: 10.1016/j.healthplace.2014.02.008. Epub 2014 Mar 3. PubMed PMID: 24594837; PubMed Central PMCID: PMC4004691.

Drewnowski A, Moudon AV, Jiao J, Aggarwal A, Charreire H, Chaix B. Food environment and socioeconomic status influence obesity rates in Seattle and in Paris. Int J Obes (Lond). 2014 Feb;38(2):306-14. doi: 10.1038/ijo.2013.97. Epub 2013 May 27. PubMed PMID: 23736365; PubMed Central PMCID: PMC3955164.

Hurvitz PM, Moudon AV, Kang B, Saelens BE, Duncan GE. Emerging technologies for assessing physical activity behaviors in space and time. Front Public Health. 2014;2:2. doi: 10.3389/fpubh.2014.00002. eCollection 2014. PubMed PMID: 24479113; PubMed Central PMCID: PMC3904281.

Stewart O, Moudon AV, Claybrooke C. Multistate evaluation of safe routes to school programs. Am J Health Promot. 2014 Jan-Feb;28(3 Suppl):S89-96. doi: 10.4278/ajhp.130430-QUAN-210. PubMed PMID: 24380471.

Stewart, O. T., Moudon, A. V. Using the built environment to oversample walk, transit, and bicycle travel. Transportation Research Part D: Transport and Environment. 2014, 32(0): 15-23. doi: 10.1016/j.trd.2014.06.012.


Vernez Moudon A, Drewnowski A, Duncan GE, Hurvitz PM, Saelens BE, Scharnhorst E. Characterizing the food environment: pitfalls and future directions. Public Health Nutr. 2013 Jul;16(7):1238-43. doi: 10.1017/S1368980013000773. Epub 2013 Apr 10. PubMed PMID: 23570695; PubMed Central PMCID: PMC3975130.

Kang B, Moudon AV, Hurvitz PM, Reichley L, Saelens BE. Walking objectively measured: classifying accelerometer data with GPS and travel diaries. Med Sci Sports Exerc. 2013 Jul;45(7):1419-28. doi: 10.1249/MSS.0b013e318285f202. PubMed PMID: 23439414; PubMed Central PMCID: PMC3674121.

Perry CK, Herting JR, Berke EM, Nguyen HQ, Vernez Moudon A, Beresford SA, Ockene JK, Manson JE, Lacroix AZ. Does neighborhood walkability moderate the effects of intrapersonal characteristics on amount of walking in post-menopausal women?. Health Place. 2013 May;21:39-45. doi: 10.1016/j.healthplace.2012.12.007. Epub 2013 Jan 23. PubMed PMID: 23416232; PubMed Central PMCID: PMC3622785.

Drewnowski A, Aggarwal A, Hurvitz PM, Monsivais P, Rehm CD, Moudon AV. Drewnowski et al. respond. Am J Public Health. 2013 Jan;103(1):e2-3. doi: 10.2105/AJPH.2012.301098. Epub 2012 Nov 15. PubMed PMID: 23153157; PubMed Central PMCID: PMC3518359.


Jiao J, Moudon AV, Ulmer J, Hurvitz PM, Drewnowski A. How to identify food deserts: measuring physical and economic access to supermarkets in King County, Washington. Am J Public Health. 2012 Oct;102(10):e32-9. doi: 10.2105/AJPH.2012.300675. Epub 2012 Aug 16. PubMed PMID: 22897554; PubMed Central PMCID: PMC3490650.

Rehm CD, Moudon AV, Hurvitz PM, Drewnowski A. Residential property values are associated with obesity among women in King County, WA, USA. Soc Sci Med. 2012 Aug;75(3):491-5. doi: 10.1016/j.socscimed.2012.03.041. Epub 2012 Apr 26. PubMed PMID: 22591823; PubMed Central PMCID: PMC3889661.

Drewnowski A, Aggarwal A, Hurvitz PM, Monsivais P, Moudon AV. Obesity and supermarket access: proximity or price?. Am J Public Health. 2012 Aug;102(8):e74-80. doi: 10.2105/AJPH.2012.300660. Epub 2012 Jun 14. PubMed PMID: 22698052; PubMed Central PMCID: PMC3464835.

Duncan GE, Dansie EJ, Strachan E, Munsell M, Huang R, Vernez Moudon A, Goldberg J, Buchwald D. Genetic and environmental influences on residential location in the US. Health Place. 2012 May;18(3):515-9. doi: 10.1016/j.healthplace.2012.02.003. Epub 2012 Feb 17. PubMed PMID: 22377617; PubMed Central PMCID: PMC3319489.

Hurvitz PM, Moudon AV. Home versus nonhome neighborhood: quantifying differences in exposure to the built environment. Am J Prev Med. 2012 Apr;42(4):411-7. doi: 10.1016/j.amepre.2011.11.015. PubMed PMID: 22424255; PubMed Central PMCID: PMC3318915.

Sohn, D.W., Moudon, A.V., Lee, J. The economic value of walkable neighborhoods. Urban Design International. 2012, 17(2): 115-128.

Stewart, O., Moudon, A.V., Claybrooke, C. Common ground: Eight factors that influence walking and biking to school. Transportation Policy. 2012, (24): 240-248.


Moudon AV, Cook AJ, Ulmer J, Hurvitz PM, Drewnowski A. A neighborhood wealth metric for use in health studies. Am J Prev Med. 2011 Jul;41(1):88-97. doi: 10.1016/j.amepre.2011.03.009. PubMed PMID: 21665069; PubMed Central PMCID: PMC3118096.

de Montigny L, Moudon AV, Leigh BC, Kim SY. A spatial analysis of the physical and social environmental correlates of discarded needles. Health Place. 2011 May;17(3):757-66. doi: 10.1016/j.healthplace.2011.01.013. Epub 2011 Mar 2. PubMed PMID: 21371930.

Jiao J, Moudon AV, Drewnowski A. Grocery Shopping How Individuals and Built Environments Influence Choice of Travel Mode. Transp Res Rec. 2011;2230:85-95. doi: 10.3141/2230-10. PubMed PMID: 25729127; PubMed Central PMCID: PMC4341903.

Moudon AV, Lin L, Jiao J, Hurvitz P, Reeves P. The risk of pedestrian injury and fatality in collisions with motor vehicles, a social ecological study of state routes and city streets in King County, Washington. Accid Anal Prev. 2011 Jan;43(1):11-24. doi: 10.1016/j.aap.2009.12.008. Epub 2010 Sep 16. PubMed PMID: 21094292.

Moudon, A. V., Sohn, D. W., Kavage, S. and Mabry, J. E. Transportation-efficient land use mapping index (TELUMI), A tool to assess multimodal transportation options in metropolitan regions. International Journal of Sustainable Transportation. 2011, 5 (2): 111-133. doi: 10.1080/15568311003624262

Poortinga, W., Gebel, K., Bauman, A. and Moudon, A. V. Neighborhood environment, physical activity and obesity. In: Nriagu J. O. ed. Encyclopedia of Environmental Health, Burlington: Elsevier, 2011, 4: 44–53.



de Montigny L, Vernez Moudon A, Leigh B, Kim SY. Assessing a drop box programme: a spatial analysis of discarded needles. Int J Drug Policy. 2010 May;21(3):208-14. doi: 10.1016/j.drugpo.2009.07.003. Epub 2009 Sep 2. PubMed PMID: 19729291.

Lin L, Moudon AV. Objective versus subjective measures of the built environment, which are most effective in capturing associations with walking?. Health Place. 2010 Mar;16(2):339-48. doi: 10.1016/j.healthplace.2009.11.002. Epub 2009 Nov 14. PubMed PMID: 20004130.

Hughes DC, Andrew A, Denning T, Hurvitz P, Lester J, Beresford S, Borriello G, Bruemmer B, Moudon AV, Duncan GE. BALANCE (Bioengineering Approaches for Lifestyle Activity and Nutrition Continuous Engagement): developing new technology for monitoring energy balance in real time. J Diabetes Sci Technol. 2010 Mar 1;4(2):429-34. doi: 10.1177/193229681000400224. PubMed PMID: 20307404; PubMed Central PMCID: PMC2864179.


Moudon AV. Real noise from the urban environment: how ambient community noise affects health and what can be done about it. Am J Prev Med. 2009 Aug;37(2):167-71. doi: 10.1016/j.amepre.2009.03.019. PubMed PMID: 19589452.

Hurvitz PM, Moudon AV, Rehm CD, Streichert LC, Drewnowski A. Arterial roads and area socioeconomic status are predictors of fast food restaurant density in King County, WA. Int J Behav Nutr Phys Act. 2009 Jul 24;6:46. doi: 10.1186/1479-5868-6-46. PubMed PMID: 19630979; PubMed Central PMCID: PMC2724491.

Matthews SA, Moudon AV, Daniel M. Work group II: Using Geographic Information Systems for enhancing research relevant to policy on diet, physical activity, and weight. Am J Prev Med. 2009 Apr;36(4 Suppl):S171-6. doi: 10.1016/j.amepre.2009.01.011. PubMed PMID: 19285210.


Lovasi GS, Moudon AV, Smith NL, Lumley T, Larson EB, Sohn DW, Siscovick DS, Psaty BM. Evaluating options for measurement of neighborhood socioeconomic context: evidence from a myocardial infarction case-control study. Health Place. 2008 Sep;14(3):453-67. doi: 10.1016/j.healthplace.2007.09.004. Epub 2007 Sep 21. PubMed PMID: 17950024; PubMed Central PMCID: PMC2442019.

Duncan GE, Goldberg J, Noonan C, Moudon AV, Hurvitz P, Buchwald D. Unique environmental effects on physical activity participation: a twin study. PLoS One. 2008 Apr 16;3(4):e2019. doi: 10.1371/journal.pone.0002019. PubMed PMID: 18414678; PubMed Central PMCID: PMC2291197.

Lovasi GS, Moudon AV, Pearson AL, Hurvitz PM, Larson EB, Siscovick DS, Berke EM, Lumley T, Psaty BM. Using built environment characteristics to predict walking for exercise. Int J Health Geogr. 2008 Feb 29;7:10. doi: 10.1186/1476-072X-7-10. PubMed PMID: 18312660; PubMed Central PMCID: PMC2279119.

Moudon, A. V., Lin, L., Hurvitz, P. M. and Reeves, P. The risk of a pedestrian collision occurrence: A case-control study of collision locations on state routes in King County and Seattle, Washington. Transportation Research Record. 2008, 2073: (1): 25-38.

Sohn, D. W., Moudon, A. V. The economic value of office clusters: An analysis of assessed property values, regional form, and land use mix in King County, Washington. Journal of Planning and Education Research. 2008 (28): 86-99.


Moudon AV, Lee C, Cheadle AD, Garvin C, Rd DB, Schmid TL, Weathers RD. Attributes of environments supporting walking. Am J Health Promot. 2007 May-Jun;21(5):448-59. doi: 10.4278/0890-1171-21.5.448. PubMed PMID: 17515010.

Berke EM, Gottlieb LM, Moudon AV, Larson EB. Protective association between neighborhood walkability and depression in older men. J Am Geriatr Soc. 2007 Apr;55(4):526-33. doi: 10.1111/j.1532-5415.2007.01108.x. PubMed PMID: 17397430.

Berke EM, Koepsell TD, Moudon AV, Hoskins RE, Larson EB. Association of the built environment with physical activity and obesity in older persons. Am J Public Health. 2007 Mar;97(3):486-92. doi: 10.2105/AJPH.2006.085837. Epub 2007 Jan 31. PubMed PMID: 17267713; PubMed Central PMCID: PMC1805010.


Lee C, Moudon A. The 3Ds + R: Quantifying land use and urban form correlates of walking. Transportation Research Part D: Transport and Environment. 2006, 1(3): 204-215.

Moudon, A. V. Environmental correlates of walking for transportation or recreation purposes. Journal of Physical Activity and Health., 2006, (3 Suppl 1): S77-98.

Moudon, A. V., Lee, C., Cheadle, A. D., et al. Operational definitions of walkable neighborhood: Theoretical and empirical insights. Journal of Physical Activity and Health. 2006, (3 Suppl 1): S99-117.

Lee C, Moudon AV, Courbois JY. Built environment and behavior: spatial sampling using parcel data. Ann Epidemiol. 2006 May;16(5):387-94. doi: 10.1016/j.annepidem.2005.03.003. Epub 2005 Jul 6. PubMed PMID: 16005246.


Kavage, S., Moudon, A. V., Mabry, J. E. and Pergakes, N. Transportation efficient land use regulations and their application in the Puget Sound region. Transportation Research Record. 2005, 1902:44-54.

Moudon AV, Lee C, Cheadle AD, Collier CW, Johnson DB, Schmid TL, Weathers RD. Cycling and the built environment, a U.S. perspective. Transportation Research D. 2005, 10(3): 245-261.

Vernez Moudon A. Active living research and the urban design, planning, and transportation disciplines. Am J Prev Med. 2005 Feb;28(2 Suppl 2):214-5. doi: 10.1016/j.amepre.2004.10.033. PubMed PMID: 15694530.

Moudon, A. V., Drewnowski, A. Fat neighborhoods: Spatial epidemiology meets urban form. North West Public Health. 2005.

Moudon, A. V., Kavage, S., Mabry, J. E. and Sohn, D. W. Transportation-efficient land use mapping index. Transportation Research Record. 2005, 1902:134-144.

Moudon, A. V., Lee, C., Cheadle, A. D., et al. Cycling and the built environment, a U.S. perspective. Transportation Research Part D: Transport and Environment. 2005, 10(3):245-261.


Hess, P. M., Moudon, A. V. and Matlick, J. M. Pedestrian safety and transit corridors. Journal of Public Transportation. 2004; 7: 73-93

Lee, C., Moudon, A. V. Physical activity and environment research in the health field: Implications for urban and transportation planning practice and research. Journal of Planning Literature 2004, 19:147-181.


Moudon AV, Lee C. Walking and bicycling: an evaluation of environmental audit instruments. Am J Health Promot. 2003 Sep-Oct;18(1):21-37. doi: 10.4278/0890-1171-18.1.21. Review. PubMed PMID: 13677960.


Koepsell T, McCloskey L, Wolf M, Moudon AV, Buchner D, Kraus J, Patterson M. Crosswalk markings and the risk of pedestrian-motor vehicle collisions in older pedestrians. JAMA. 2002 Nov 6;288(17):2136-43. doi: 10.1001/jama.288.17.2136. PubMed PMID: 12413373.

Moudon, A. V., Hess, P. M., Matlick, J. M. and Pergakes, N. Pedestrian location identification tools: Identifying suburban areas with potentially high latent demand for pedestrian travel. Transportation Research Record. 2002, 1818: 94-101.


Hess, P. M., Moudon, A. V. and Logsdon, M. Measuring land use patterns. Transportation Research Record. 2001, 1780: 17-24.


Moudon, A. V. Proof of goodness: A substantive basis for the new urbanism. Places. 2000, 13: 38-43.

Moudon, A. V. Unconvincing places. Places. 2000, 13: 38.

Moudon, A. V., Hess, P. M. Suburban clusters: The nucleation of multi-family housing in the suburban areas of the Puget Sound. Journal of the American Planning Association. 2000, 66: 243-264.


Hess, P. M., Moudon, A. V., Snyder, M. C. and Stanilov, K. Site design and pedestrian travel. Transportation Research Record. 1999, 9-19.
Moudon, A. V., Hess, P. M. Suburban clusters. Wharton Real Estate Review. 1999, 3:47-55.


Moudon, A. V., Hess, P. M., Snyder, M. C. and Stanilov, K. Site design effects on pedestrian travel behavior in medium-density environments. Transportation Research Record. 1998, 1578: 48-55.


Moudon, A. V. Urban morphology as an emerging interdisciplinary field. Journal of Urban Morphology. 1997, 3-10.


Moudon, A. V., and O. Stewart. Tools for Estimating VMT Reductions from Built Environment Changes. 2013.

Moudon, A. V., B. Kang, J. Scully and O. Stewart. Sidewalk Data in King County’s Urban Growth Boundary. 2013.

Hallenbeck, M. E., O. Stewart, and A. V. Moudon. A Framework for Monitoring the Performance of Demand Management and Vehicle Miles Traveled (VMT) Reduction Activities. 2013.

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