Modelling walking accessibility: A case study of Ljubljana, Slovenia

ALFONZO, M. A. (2005): To Walk or Not to Walk? The Hierarchy of Walking Needs. Environment and Behavior, 37(6): 808–836.10.1177/0013916504274016Open DOISearch in Google Scholar

ALLEN, N. (2015): Understanding the Importance of Urban Amenities: A Case Study from Auckland. Buildings, 5(1): 85–99.10.3390/buildings5010085Search in Google Scholar

BADLAND, H., WHITE, M., MACAULAY, G., EAGLESON, S., MAVOA, S., PETTIT, C., GILES-CORTI, B. (2013): Using simple agent-based modeling to inform and enhance neighborhood walkability. International Journal of Health Geographics, 12(1): 58.10.1186/1476-072X-12-5824330721Open DOISearch in Google Scholar

BOISJOLY, G., WASFI, R., EL-GENEIDY, A. (2018): How much is enough? Assessing the influence of neighborhood walkability on undertaking 10-minutes walks. Journal of Transport and Land Use, 11(1): 143–151.10.5198/jtlu.2018.1059Search in Google Scholar

BONAIUTO, M., FORNARA, F., BONNES, M. (2003): Indexes of perceived residential environment quality and neighbourhood attachment in urban environments: a confirmation study on the city of Rome. Landscape and Urban Planning, 65(1): 41–52.10.1016/S0169-2046(02)00236-0Search in Google Scholar

BROWNSON, R. C., HOEHNER, C. M., DAY, K., FORSYTH, A., SALLIS, J. F. (2009): Measuring the Built Environment for Physical Activity. American Journal of Preventive Medicine, 36(4): S99–S123.e12.10.1016/j.amepre.2009.01.005284424419285216Open DOISearch in Google Scholar

BUTTON, C., SCHOFIELD, M., CROFT, J. (2016): Distance perception in an open water environment: Analysis of individual differences. Attention, Perception, & Psychophysics, 78(3): 915–922.10.3758/s13414-015-1049-426715515Open DOISearch in Google Scholar

CAO, X. (Jason) (2016): How does neighborhood design affect life satisfaction? Evidence from Twin Cities. Travel Behaviour and Society, 5: 68–76.10.1016/j.tbs.2015.07.001Open DOISearch in Google Scholar

CARR, L. J., DUNSIGER, S. I., MARCUS, B. H. (2010): Validation of Walk Score for estimating access to walkable amenities. British Journal of Sports Medicine, 45(14): 1144–1148.Search in Google Scholar

CERIN, E., LESLIE, E., OWEN, N., BAUMAN, A. E. (2007): Applying GIS in physical activity research: Community ‘walkability’ and walking behaviors. In: GIS for Health and the Environment (pp. 72–89). Dordrecht, Springer.10.1007/978-3-540-71318-0_6Search in Google Scholar

CHENG, J., BERTOLINI, L. (2013): Measuring urban job accessibility with distance decay, competition and diversity. Journal of Transport Geography, 30: 100–109.10.1016/j.jtrangeo.2013.03.005Open DOISearch in Google Scholar

DROBNE, S., LAKNER, M. (2014): Which distance-decay function for migration and which one for commuting?: the case study of Slovenia. Croatian operational research review, 5(2): 259–272.10.17535/crorr.2014.0012Search in Google Scholar

DUNCAN, D. T., ALDSTADT, J., WHALEN, J., MELLY, S. J., GORTMAKER, S. L. (2011): Validation of Walk Score® for Estimating Neighborhood Walkability: An Analysis of Four US Metropolitan Areas. International Journal of Environmental Research and Public Health, 8(11): 4160–4179.10.3390/ijerph8114160Search in Google Scholar

ELLIS, G., HUNTER, R., TULLY, M. A., DONNELLY, M., KELLEHER, L., KEE, F. (2016): Connectivity and physical activity: using footpath networks to measure the walkability of built environments. Environment and Planning B: Planning and Design, 43(1): 130–151.10.1177/0265813515610672Open DOISearch in Google Scholar

FORSYTH, A. (2015): What is a walkable place? The walkability debate in urban design. Urban design international, 20(4): 274−292.10.1057/udi.2015.22Search in Google Scholar

FOTHERINGHAM, A. S., PITTS, T. C. (1995): Directional Variation in Distance Decay. Environment and Planning A, 27(5): 715–729.10.1068/a270715Open DOISearch in Google Scholar

FRANK, L. D., ENGELKE, P. (2005): Multiple Impacts of the Built Environment on Public Health: Walkable Places and the Exposure to Air Pollution. International Regional Science Review, 28(2): 193–216.10.1177/0160017604273853Open DOISearch in Google Scholar

FRANK, L. D., SCHMID, T. L., SALLIS, J. F., CHAPMAN, J., SAELENS, B. E. (2005): Linking objectively measured physical activity with objectively measured urban form: Findings from SMARTRAQ. American Journal of Preventive Medicine, 28(2, Supplement 2): 117–125.10.1016/j.amepre.2004.11.001Open DOISearch in Google Scholar

GILES-CORTI, B., BROOMHALL, M. H., KNUIMAN, M., COLLINS, C., DOUGLAS, K., Ng, K., LANGE, A., DONOVAN, R. J. (2005): Increasing walking. How Important is Distance to, Attractiveness, and Size of Public Open Space? American Journal of Preventive Medicine, 28(2): 169–176.10.1016/j.amepre.2004.10.018Search in Google Scholar

GILES-CORTI, B., DONOVAN, R. J. (2002): The relative influence of individual, social and physical environment determinants of physical activity. Social Science & Medicine, 54(12): 1793–1812.10.1016/S0277-9536(01)00150-2Search in Google Scholar

GREENWALD, M., BOARNET, M. (2001): Built Environment as Determinant of Walking Behavior: Analyzing Nonwork Pedestrian Travel in Portland, Oregon. Transportation Research Record: Journal of the Transportation Research Board, 1780(1): 33–41.Search in Google Scholar

GUTIÉRREZ, J., CARDOZO, O. D., GARCÍA-PALOMARES, J. C. (2011): Transit ridership forecasting at station level: an approach based on distance-decay weighted regression. Journal of Transport Geography, 19(6): 1081–1092.10.1016/j.jtrangeo.2011.05.004Open DOISearch in Google Scholar

HAJNA, S., DASGUPTA, K., HALPARIN, M., ROSS, N. A. (2013): Neighborhood Walkability. American Journal of Preventive Medicine, 44(6): e55–e59.10.1016/j.amepre.2013.01.03323683990Open DOISearch in Google Scholar

HALÁS, M., KLAPKA, P., KLADIVO, P. (2014): Distance-decay functions for daily travel-to-work flows. Journal of Transport Geography, 35: 107–119.10.1016/j.jtrangeo.2014.02.001Open DOISearch in Google Scholar

HALÁS, M., KLAPKA, P. (2015): Spatial influence of regional centres of Slovakia: analysis based on the distance-decay function. Rendiconti Lincei. Scienze Fisiche e Naturali, 26(2): 169–185.10.1007/s12210-015-0387-4Search in Google Scholar

HANSEN, W. G. (1959): How Accessibility Shapes Land Use. Journal of the American Institute of Planners, 25(2): 73–76.10.1080/01944365908978307Open DOISearch in Google Scholar

HERNÁNDEZ, D., WITTER, R. (2015): Perceived vs. Actual Distance to Transit in Santiago, Chile. Journal of Public Transportation, 18(4): 16–30.Search in Google Scholar

IACONO, M., KRIZEK, K. J., EL-GENEIDY, A. (2010): Measuring non-motorized accessibility: issues, alternatives, and execution. Journal of Transport Geography, 18(1): 133–140.10.1016/j.jtrangeo.2009.02.002Open DOISearch in Google Scholar

INGRAM, D. R. (1971): The concept of accessibility: A search for an operational form. Regional Studies, 5(2): 101–107.10.1080/09595237100185131Open DOISearch in Google Scholar

JAŚKIEWICZ, M., BESTA, T. (2014): Is Easy Access Related to Better Life? Walkability and Overlapping of Personal and Communal Identity as Predictors of Quality of Life. Applied Research in Quality of Life, 9(3): 505–516.2510114510.1007/s11482-013-9246-6411518125101145Search in Google Scholar

JÄRV, O., TENKANEN, H., SALONEN, M., AHAS, R., TOIVONEN, T. (2018): Dynamic cities: location-based accessibility modelling as a function of time. Applied geography, 95: 101–110.10.1016/j.apgeog.2018.04.009Search in Google Scholar

JAŚKIEWICZ, M., BESTA, T. (2016): Polish Version of the Neighbourhood Environment Walkability Scale (NEWS-Poland): International Journal of Environmental Research and Public Health, 13(11): 1090.10.3390/ijerph13111090512930027827941Open DOISearch in Google Scholar

KOOHSARI, M. J., KACZYNSKI, A. T., GILES-CORTI, B., KARAKIEWICZ, J. A. (2013): Effects of access to public open spaces on walking: Is proximity enough? Landscape and Urban Planning, 117: 92–99.10.1016/j.landurbplan.2013.04.020Open DOISearch in Google Scholar

KOSCHINSKY, J., TALEN, E., ALFONZO, M., LEE, S. (2017): How walkable is Walker’s paradise? Environment and Planning B: Urban Analytics and City Science, 44(2): 343–363.10.1177/0265813515625641Search in Google Scholar

KOZINA, J. (2010): Modeliranje prostorske dostopnosti do postajališč javnega potniškega prometa v Ljubljani. Geografski Vestnik, 82(1): 97–107.Search in Google Scholar

KRIZEK, K., HORNING, J., EL-GENEIDY, A. (2012): Perceptions of accessibility to neighbourhood retail and other public services. Accessibility and Transport Planning: Challenges for Europe and North America, 96–117.10.4337/9781781000113.00013Search in Google Scholar

KUZMYAK, J., BABER, C., SAVORY, D. (2006): Use of walk opportunities index to quantify local accessibility. Transportation Research Record: Journal of the Transportation Research Board, 1977(1): 145–153.Search in Google Scholar

KYTTÄ, M., BROBERG, A., HAYBATOLLAHI, M., SCHMIDT-THOME, K. (2016): Urban happiness: context-sensitive study of the social sustainability of urban settings. Environment and Planning B: Planning and Design, 43(1): 34–57.10.1177/0265813515600121Open DOISearch in Google Scholar

LARSEN, J., EL-GENEIDY, A., YASMIN, F. (2010): Beyond the quarter mile: re-examining travel distances by active transportation. Canadian Journal of Urban Research, 19(1): 70.Search in Google Scholar

LIN, L., MOUDON, A. V. (2010): Objective versus subjective measures of the built environment, which are most effective in capturing associations with walking? Health & Place, 16(2): 339–348.2000413010.1016/j.healthplace.2009.11.00220004130Search in Google Scholar

LOWREY, R. A. (1970): Distance Concepts of Urban Residents. Environment and Behavior, 2(1): 52–73.10.1177/001391657000200104Open DOISearch in Google Scholar

LUND, H. (2003): Testing the Claims of New Urbanism: Local Access, Pedestrian Travel, and Neighboring Behaviors. Journal of the American Planning Association, 69(4): 414–429.10.1080/01944360308976328Search in Google Scholar

LWIN, K. K., MURAYAMA, Y. (2011): Modelling of urban green space walkability: Eco-friendly walk score calculator. Computers, Environment and Urban Systems, 35(5): 408–420.10.1016/j.compenvurbsys.2011.05.002Open DOISearch in Google Scholar

MAGHELAL, P. K., CAPP, C. J. (2011): Walkability: A Review of Existing Pedestrian Indices. Journal of the Urban & Regional Information Systems Association, 23(2): 5–19.Search in Google Scholar

MALEŠIČ, M. (2015): Nastanek in rast ljubljanskih stanovanjskih sosesk. AB. Arhitektov bilten, 45: 63–66.Search in Google Scholar

MANAUGH, K., EL-GENEIDY, A. (2011): Validating walkability indices: How do different households respond to the walkability of their neighborhood? Transportation Research Part D: Transport and Environment, 16(4): 309–315.10.1016/j.trd.2011.01.009Open DOISearch in Google Scholar

MARTÍNEZ, L. M., VIEGAS, J. M. (2013): A new approach to modelling distance-decay functions for accessibility assessment in transport studies. Journal of Transport Geography, 26: 87–96.10.1016/j.jtrangeo.2012.08.018Open DOISearch in Google Scholar

MOUDON, A. V., LEE, C., CHEADLE, A. D., GARVIN, C., JOHNSON, D., SCHMID, T. L., LIN, L. (2006): Operational definitions of walkable neighborhood: theoretical and empirical insights. Journal of Physical Activity and Health, 3(1): 99–117.10.1123/jpah.3.s1.s9928834523Search in Google Scholar

MUNICIPALITY OF LJUBLJANA (2010): Municipal Spatial Plan − The Strategic Part [online]. [cit. 11.11.2019]. Available at: https://www.ljubljana.si/assets/OPN-MOL/2010-78-4263-NPB9.pdfSearch in Google Scholar

NARED, J., BOLE, D., VALJAVEC, M. B., CIGLIČ, R., GOLUŽA, M., KOZINA, J., VISKOVIĆ, N. R., REPOLUSK, P., RUS, P., TIRAN, J. AND ISTENIČ, M. Č. (2017): Central settlements in Slovenia in 2016. Acta geographica Slovenica, 57(2): 7–32.10.3986/AGS.4606Search in Google Scholar

NASTRAN, M., REGINA, H. (2016): Advancing urban ecosystem governance in Ljubljana. Environmental science & policy, 62: 123–126.10.1016/j.envsci.2015.06.003Open DOISearch in Google Scholar

OISHI, S., SAEKI, M., AXT, J. (2015): Are People Living in Walkable Areas Healthier and More Satisfied with Life? Applied Psychology: Health and Well-Being, 7(3): 365–386.10.1111/aphw.1205826494362Search in Google Scholar

OPPEZZO, M., SCHWARTZ, D. L. (2014): Give your ideas some legs: The positive effect of walking on creative thinking. Journal of Experimental Psychology: Learning, Memory, and Cognition, 40(4): 1142–1152.10.1037/a003657724749966Open DOISearch in Google Scholar

OWEN, N., HUMPEL, N., LESLIE, E., BAUMAN, A., SALLIS, J. F. (2004): Understanding environmental influences on walking: review and research agenda. American journal of preventive medicine, 27(1): 67–76.10.1016/j.amepre.2004.03.00615212778Open DOISearch in Google Scholar

O’SULLIVAN, S., MORRALL, J. (1996): Walking distances to and from light-rail transit stations. Transportation Research Record: Journal of the Transportation Research Board, 1538(1): 19–26.Search in Google Scholar

PARTZSCH, D. (1964): Zum Begriff der Funktionsgesellschaft. Mitteilungen Des Deutschen Verbandes Für Wohnungswesen, Städtebau Und Raumplanung, 4: 3–10.Search in Google Scholar

PORTA, S., RENNE, J. L. (2005): Linking urban design to sustainability: formal indicators of social urban sustainability field research in Perth, Western Australia. URBAN DESIGN International, 10(1): 51–64.10.1057/palgrave.udi.9000136Open DOISearch in Google Scholar

RAVENSTEIN, E. G. (1885): The Laws of Migration. Journal of the Statistical Society of London, 48(2): 167–235.10.2307/2979181Search in Google Scholar

REYER, M., FINA, S., SIEDENTOP, S., SCHLICHT, W. (2014): Walkability is Only Part of the Story: Walking for Transportation in Stuttgart, Germany. International Journal of Environmental Research and Public Health, 11(6): 5849–5865.10.3390/ijerph110605849407855224886755Open DOISearch in Google Scholar

RICHARDS, F. J. (1959): A flexible growth function for empirical use. Journal of Experimental Botany, 10(2): 290–301.10.1093/jxb/10.2.290Open DOISearch in Google Scholar

ROGERS, S. H., HALSTEAD, J. M., GARDNER, K. H., CARLSON, C. H. (2011): Examining Walkability and Social Capital as Indicators of Quality of Life at the Municipal and Neighborhood Scales. Applied Research in Quality of Life, 6(2): 201–213.10.1007/s11482-010-9132-4Search in Google Scholar

RUNDLE, A. G., SHEEHAN, D. M., QUINN, J. W., BARTLEY, K., EISENHOWER, D., BADER, M. M. D., LOVASI, G. S.,NECKERMAN, K. M. (2016): Using GPS Data to Study Neighborhood Walkability and Physical Activity. American Journal of Preventive Medicine, 50(3): e65–e72.10.1016/j.amepre.2015.07.033Open DOISearch in Google Scholar

RUNDLE, A., ROUX, A. V. D., FREEMAN, L. M., MILLER, D., NECKERMAN, K. M., WEISS, C. C. (2007): The Urban Built Environment and Obesity in New York City: A Multilevel Analysis. American Journal of Health Promotion, 21(4_suppl): 326–334. https://doi.org/10.4278/0890-1171-21.4s.32610.4278/0890-1171-21.4s.326Open DOISearch in Google Scholar

RUPPERT, K. (1984): The concept of social geography. GeoJournal, 9(3): 255–260.10.1007/BF00149036Search in Google Scholar

SAELENS, B. E., SALLIS, J. F., BLACK, J. B., CHEN, D. (2003): Neighborhood-Based Differences in Physical Activity: An Environment Scale Evaluation. American Journal of Public Health, 93(9): 1552–1558.1294897910.2105/AJPH.93.9.1552Search in Google Scholar

SÄISÄ, J., SVENSSON-GÄRLING, A., GÄRLING, T., LINDBERG, E. (1986): Intraurban Cognitive Distance: The Relationship between Judgments of Straight-Line Distances, Travel Distances, and Travel Times. Geographical Analysis, 18(2): 167–174.10.1111/j.1538-4632.1986.tb00090.xOpen DOISearch in Google Scholar

SHRIVER, K. (1997): Influence of Environmental Design on Pedestrian Travel Behavior in Four Austin Neighborhoods. Transportation Research Record: Journal of the Transportation Research Board, 1578(1): 64–75.Search in Google Scholar

STEWART, J. Q. (1948): Demographic gravitation: evidence and applications. Sociometry, 11(1/2): 31–58.10.2307/2785468Open DOISearch in Google Scholar

STOCKTON, J. C., DUKE-WILLIAMS, O., STAMATAKIS, E., MINDELL, J. S., BRUNNER, E. J., SHELTON, N. J. (2016): Development of a novel walkability index for London, United Kingdom: cross-sectional application to the Whitehall II Study. BMC Public Health, 16(1): 416.10.1186/s12889-016-3012-2Open DOISearch in Google Scholar

ŠAŠEK DIVJAK, M. (2008): Urban planning for the strategic spatial development of Ljubljana. Urbani izziv, 19(1): 133−145.10.5379/urbani-izziv-en-2008-19-01-002Search in Google Scholar

TAYLOR, P. J., OPENSHAW, S. (1975): Distance decay in spatial interactions. In: Taylor [ed.]: Concepts and Techniques in Modern Geography, 2. Norwich, School of Environmental Sciences, University of East Anglia.Search in Google Scholar

TIMMERMANS, H., VAN DER WAERDEN, P., ALVES, M., POLAK, J., ELLIS, S., HARVEY, A. S., KUROSE, S., ZANDEE, R. (2003): Spatial context and the complexity of daily travel patterns: an international comparison. Journal of Transport Geography, 11(1): 37–46.10.1016/S0966-6923(02)00050-9Open DOISearch in Google Scholar

TIEFELSDORF, M. (2003): Misspecifications in interaction model distance decay relations: A spatial structure effect. Journal of Geographical Systems, 5(1): 25–50.10.1007/s101090300102Open DOISearch in Google Scholar

TIRAN, J. (2016): Measuring urban quality of life: case study of Ljubljana. Acta geographica Slovenica 56(1): 57–73. doi.org/10.3986/AGS.4606.10.3986/AGS.4606Open DOISearch in Google Scholar

TIRAN, J., BOLE, D., KUMER, P. (2016): Morfološka tipologija stanovanjskih območij v Ljubljani. Geografski vestnik, 88(1): 37–64.10.3986/GV88103Search in Google Scholar

TOBLER, W. R. (1970): A Computer Movie Simulating Urban Growth in the Detroit Region. Economic Geography, 46(sup1): 234–240.10.2307/143141Search in Google Scholar

TRANSPORT FOR LONDON (2015): Assessing transport connectivity in London, 60.Search in Google Scholar

TRIBBY, C. P., MILLER, H. J., BROWN, B. B., WERNER, C. M., SMITH, K. R. (2015): Assessing built environment walkability using activity-space summary measures. Journal of Transport and Land Use, 9(1): 187.10.5198/jtlu.2015.625487419927213027Search in Google Scholar

VALE, D. S., PEREIRA, M. (2017): The influence of the impedance function on gravity-based pedestrian accessibility measures: A comparative analysis. Environment and Planning B: Urban Analytics and City Science, 44(4): 740–763.10.1177/0265813516641685Search in Google Scholar

VALE, D. S., SARAIVA, M., PEREIRA, M. (2015): Active accessibility: A review of operational measures of walking and cycling accessibility. Journal of Transport and Land Use, 9(1): 2019–2035.10.5198/jtlu.2015.593Search in Google Scholar

VASCONCELOS, A. S., FARIAS, T. L. (2012): Evaluation of urban accessibility indicators based on internal and external environmental costs. Transportation Research Part D: Transport and Environment, 17(6): 433–441.10.1016/j.trd.2012.05.004Open DOISearch in Google Scholar

VISION OF LJUBLJANA 2025 (2019): [online]. [cit. 11.11.2019]. Available at: https://www.ljubljana.si/en/about-ljubljana/vision-of-ljubljana-2025/Search in Google Scholar

WALK SCORE METHODOLOGY (2019) [online]. [cit. 11.11.2019]. Available at: https://www.walkscore.com/methodology.shtmlSearch in Google Scholar

WALK21: THE INTERNATIONAL CHARTER FOR WALKING (2019) [online]. [cit. 11.11.2019]. Available at: https://www.walk21.com/charterSearch in Google Scholar

WEINBERGER, R., SWEET, M. (2012): Integrating Walkability into Planning Practice. Transportation Research Record: Journal of the Transportation Research Board, 2322(1): 20–30.Search in Google Scholar

WITTEN, K., EXETER, D., FIELD, A. (2003): The Quality of Urban Environments: Mapping Variation in Access to Community Resources. Urban Studies, 40(1): 161–177.10.1080/00420980220080221Open DOISearch in Google Scholar

YANG, Y., DIEZ-ROUX, A. V. (2012): Walking Distance by Trip Purpose and Population Subgroups. American Journal of Preventive Medicine, 43(1): 11–19.10.1016/j.amepre.2012.03.015337794222704740Open DOISearch in Google Scholar

YIGITCANLAR, T., SIPE, N., EVANS, R., PITOT, M. (2007): A GIS-based land use and public transport accessibility indexing model. Australian Planner, (44)3: 30–37.10.1080/07293682.2007.9982586Search in Google Scholar

ŽLENDER, V., WARD THOMPSON, C. (2017): Accessibility and use of peri-urban green space for inner-city dwellers: A comparative study. Landscape and urban planning, 165: 193–205.10.1016/j.landurbplan.2016.06.011Search in Google Scholar