The DOI matches its Crossref record; 82 of the 82 references it cites were found in a registry or an index.
Space‐Time and Integral Measures of Individual Accessibility: A Comparative Analysis Using a Point‐based Framework
Abstract
Conventional integral measures of accessibility, although valuable as indicators of place accessibility, have several limitations when used to evaluate individual accessibility. Two alternatives for overcoming some of the difficulties involved are explored in this study. One is to adapt these measures for evaluating individual accessibility using a disaggregate, nonzonal approach. The other is to develop different types of measures based on an alternative conceptual framework. To pursue the former alternative, this study specifies and examines eighteen gravity‐type and cumulative‐opportunity accessibility measures using a point‐based spatial framework. For the latter option, twelve space‐time accessibility measures are developed based on the construct of a prism‐constrained feasible opportunity set. This paper compares the relationships and spatial patterns of these thirty measures using network‐based GIS procedures. Travel diary data collected in Columbus, Ohio, and a digital data set of 10,727 selected land parcels are used for all computation. Results of this study indicate that space‐time and integral indices are distinctive types of accessibility measures which reflect different dimensions of the accessibility experience of individuals. Since space‐time measures are more capable of capturing interpersonal differences, especially the effect of space‐time constraints, they are more “gender sensitive” and helpful for unraveling gender/ethnic differences in accessibility. An important methodological implication is that whether accessibility is observed to be important or different between individuals depends heavily on whether the measure used is capable of revealing the kind of differences the analyst intends to observe.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The segregation analysis was conducted at the statistical sector level, which introduces uncertainties due to variations in geography and scale.
“Another limitation is that the segregation analysis was conducted at the statistical sector level, which introduces uncertainties due to variations in geography and scale (Kwan 1998(Kwan , 2012)).”
From Visitation patterns across mobility groups: wandering, commuting, and exploring (2026) · cites this paper as Kwan 1998
Activity space of an individual is not only dictated by home and job location.
“However, as argued by Kwan (1998), the activity space of an individual is not only dictated by the home and job location.”
From Activity-based models of travel demand: promises, progress and prospects (2014) · cites this paper as Kwan (1998)
Citations
Cites
How Accessibility Shapes Land Use
Hansen, W. G. (1959) · Journal of the American Institute of Planners · doi:10.1080/01944365908978307 · Cited by 4,139
WHAT ABOUT PEOPLE IN REGIONAL SCIENCE?
Hägerstrand, T. (1970) · Papers of the Regional Science Association · doi:10.1111/j.1435-5597.1970.tb01464.x · Cited by 3,532
Measuring Accessibility: An Exploration of Issues and Alternatives
Handy, S., & Niemeier, D. (1997) · Environment and Planning A Economy and Space · doi:10.1068/a291175 · Cited by 1,656
Defining and Estimating a Trading Area
Huff, D. L. (1964) · Journal of Marketing · doi:10.1177/002224296402800307 · Cited by 1,101
The, Market as a Factor in the Localization of Industry in the United States
Harris, C. D. (1954) · Annals of the Association of American Geographers · doi:10.1080/00045605409352140 · Cited by 1,013
Hanson, S., & Pratt, G. (2003) · Routledge eBooks · doi:10.4324/9780203397411 · Cited by 848
The concept of accessibility: A search for an operational form
Ingram, D. R. (1971) · Regional Studies · doi:10.1080/09595237100185131 · Cited by 748
Spatial Interaction Models:Formulations and Applications
Fotheringham, A. S., & O’Kelly, M. E. (1988) · Medical Entomology and Zoology · Cited by 731
Accessibility indicators for transport planning
Morris, J. M., Dumble, P. L., & Wigan, M. R. (1979) · Transportation Research Part A General · doi:10.1016/0191-2607(79)90012-8 · Cited by 703
Modelling accessibility using space-time prism concepts within geographical information systems
Miller, H. J. (1991) · International Journal of Geographical Information Systems · doi:10.1080/02693799108927856 · Cited by 678
Physical accessibility as a social indicator
Wachs, M., & Kumagai, T. G. (1973) · Socio-Economic Planning Sciences · doi:10.1016/0038-0121(73)90041-4 · Cited by 634
A Family of Spatial Interaction Models, and Associated Developments
Wilson, A. G. (1971) · Environment and Planning A Economy and Space · doi:10.1068/a030001 · Cited by 606
Defining and Estimating a Trading Area
Huff, D. L. (1964) · Journal of Marketing · doi:10.2307/1249154 · Cited by 548
Hensher, D. A., & Stopher, P. (2021) · Routledge eBooks · doi:10.4324/9781003156055-2 · Cited by 464
The measurement of accessibility: Some preliminary results
Dalvi, M. Q., & Martin, K. M. (1976) · Transportation · doi:10.1007/bf00165245 · Cited by 430
Measuring Accessibility: A Review and Proposal
Pirie, G. H. (1979) · Environment and Planning A Economy and Space · doi:10.1068/a110299 · Cited by 378
The Geography of Urban Transportation
Deakin, A. K. (1996) · Transportation Research Part A Policy and Practice · doi:10.1016/0965-8564(96)82658-9 · Cited by 357
Indicators of urban accessibility: Theory and application
Koenig, J. G. (1980) · Transportation · doi:10.1007/bf00167128 · Cited by 355
SPATIAL STRUCTURE AND DISTANCE‐DECAY PARAMETERS
Fotheringham, A. S. (1981) · Annals of the Association of American Geographers · doi:10.1111/j.1467-8306.1981.tb01367.x · Cited by 354
A RETAIL MARKET POTENTIAL MODEL
Lakshmanan, J. R., & Hansen, W. G. (1965) · Journal of the American Institute of Planners · doi:10.1080/01944366508978155 · Cited by 316
Activity-Based Approaches to Travel Analysis
Ettema, D., & Timmermans, H. J. P. (1997) · Cited by 303
GIS and models of accessibility potential: an application in planning
Geertman, S. C. M., & van Eck, J. R. R. (1995) · International Journal of Geographical Information Systems · doi:10.1080/02693799508902025 · Cited by 296
Regional Versus Local Accessibility: Implications for Nonwork TravelPreprint
Handy, S. (1993) · RePEc: Research Papers in Economics · Cited by 251
Transportation, temporal, and spatial components of accessibility
(1979) · Cited by 239
Transportation, temporal and spatial components of accessibility
(1980) · doi:10.1016/0191-2607(80)90019-9 · Cited by 221
Müller, P. O., Taaffe, E. J., Gauthier, H. L., et al. (1975) · Economic Geography · doi:10.2307/142705 · Cited by 201
Accessibility and Intraurban Travel
Hanson, S., & Schwab, M. S. F. (1987) · Environment and Planning A Economy and Space · doi:10.1068/a190735 · Cited by 200
Spatial Mismatch and Labor Market Segmentation for African-American and Latina Women
McLafferty, S., & Preston, V. (1992) · Economic Geography · doi:10.2307/144026 · Cited by 181
Repetition and Variability in Urban Travel
Huff, J. O., & Hanson, S. (1986) · Geographical Analysis · doi:10.1111/j.1538-4632.1986.tb00085.x · Cited by 168
Spatial Diversification and Multipurpose Travel: Implications for Choice Theory
Hanson, S. (1980) · Geographical Analysis · doi:10.1111/j.1538-4632.1980.tb00034.x · Cited by 158
Knox, P. L. (1978) · Environment and Planning A Economy and Space · doi:10.1068/a100415 · Cited by 151
Some Tests of Alternative Accessibility Measures: A Population Density Approach
Song, S. (1996) · Land Economics · doi:10.2307/3146910 · Cited by 147
Ewing, R., Haliyur, P., & Page, G. W. (1994) · Transportation Research Record Journal of the Transportation Research Board · Cited by 142
Accessibility Measures and the Social Evaluation of Urban Structure
Black, J. A., & Conroy, M. M. (1977) · Environment and Planning A Economy and Space · doi:10.1068/a091013 · Cited by 141
The Assessment of Access to Local Shopping Opportunities: A Comparison of Accessibility Measures
Guy, C. (1983) · Environment and Planning B Planning and Design · doi:10.1068/b100219 · Cited by 138
Network-based constraints-oriented choice set formation using GIS
(1998) · Cited by 137
Accesibility measures of U.S. metropolitan areas
Allen, W. B., Liu, D., & Singer, S. (1993) · Transportation Research Part B Methodological · doi:10.1016/0191-2615(93)90016-4 · Cited by 131
Spatial Mismatch and Employment in a Decade of Restructuring∗
McLafferty, S., & Preston, V. (1996) · The Professional Geographer · doi:10.1111/j.0033-0124.1996.00420.x · Cited by 128
TRAVEL DEMAND MODELS, DUALITY RELATIONS AND USER BENEFIT ANALYSIS*
Williams, H. C. W. L. (1976) · Journal of Regional Science · doi:10.1111/j.1467-9787.1976.tb00960.x · Cited by 126
The importance of the multi-purpose journey to work in urban travel behavior
Hanson, S. (1980) · Transportation · doi:10.1007/bf00153866 · Cited by 114
Linneker, B., & Spence, N. (1992) · Environment and Planning A Economy and Space · doi:10.1068/a241137 · Cited by 109
Accessibility models and residential location
Stegman, M. A. (1969) · Journal of the American Institute of Planners · doi:10.1080/01944366908977823 · Cited by 101
Spatial Accessibility to Health Care Facilities in Suhum District, Ghana
Oppong, J. R., & Hodgson, M. J. (1994) · The Professional Geographer · doi:10.1111/j.0033-0124.1994.00199.x · Cited by 100
The development of a GIS-based property information system for real estate valuation
Wyatt, P. (1997) · International Journal of Geographical Information Systems · doi:10.1080/136588197242248 · Cited by 98
The measurement of spatial opportunity in strategic planning
Breheny, M. J. (1978) · Regional Studies · doi:10.1080/09595237800185401 · Cited by 96
Rushton, G. (1984) · International Regional Science Review · doi:10.1177/016001768400900303 · Cited by 95
Intra-urban Job Accessibility and Hispanic Youth Employment Rates
Ihlanfeldt, K. R. (1993) · Journal of Urban Economics · doi:10.1006/juec.1993.1016 · Cited by 87
The role of accessibility in basic transportation choice behavior
Burns, L. D., & Golob, T. F. (1976) · Transportation · doi:10.1007/bf00167272 · Cited by 87
Urban Structure and Geographical Access to Public Services
McLafferty, S. (1982) · Annals of the Association of American Geographers · doi:10.1111/j.1467-8306.1982.tb01830.x · Cited by 73
Bach, L. (1981) · Environment and Planning A Economy and Space · doi:10.1068/a130955 · Cited by 71
Motorway investment, industrial transport costs, and sub-regional growth: A case study of the M62
Dodgson, J. S. (1974) · Regional Studies · doi:10.1080/09595237400185061 · Cited by 70
Abu-Lughod, J. L., & Michelson, W. (1986) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2070044 · Cited by 69
An Accessibility Analysis of the Impact of the M25 London Orbital Motorway on Britain
Linneker, B., & Spence, N. (1992) · Regional Studies · doi:10.1080/00343409212331346761 · Cited by 66
Race, Gender, and Spatial Segmentation in the Twin Cities∗
Wyly, E. K. (1996) · The Professional Geographer · doi:10.1111/j.0033-0124.1996.00431.x · Cited by 63
Women Attached: The Daily Lives of Women with Young Children.
(1987) · doi:10.2307/2070360 · Cited by 62
The Intrametropolitan Location of New Office Firms
Ihlanfeldt, K. R., & Raper, M. D. (1990) · Land Economics · doi:10.2307/3146368 · Cited by 59
Women Attached. The Daily Lives of Women with Young Children
(1986) · doi:10.2307/621946 · Cited by 57
Evaluation of activity constrained choice sets to shopping destination choice modelling
Landau, U., Prashker, J. N., & Bb, A. (1982) · Transportation Research Part A General · doi:10.1016/0191-2607(82)90021-8 · Cited by 55
Trip linkages of urban railway commuters under time-space constraints: Some empirical observations
Nishii, K., & Kondo, K. (1992) · Transportation Research Part B Methodological · doi:10.1016/0191-2615(92)90018-r · Cited by 53
Rushton, G. (1988) · Economic Geography · doi:10.2307/144118 · Cited by 47
Assessing the Impact of Location on Women's Labor Market Outcomes: A Methodological Exploration
Hanson, S., Kominiak, T., & Carlin, S. (1997) · Geographical Analysis · doi:10.1111/j.1538-4632.1997.tb00965.x · Cited by 43
Space—Time Budgets, Public Transport, and Spatial Choice
Forer, P., & Kivell, H. (1981) · Environment and Planning A Economy and Space · doi:10.1068/a130497 · Cited by 42
Burnett, P. (1980) · Urban Geography · doi:10.2747/0272-3638.1.1.53 · Cited by 42
Accessibility in Transport/Land-Use Modelling and Assessment
Davidson, K. B. (1977) · Environment and Planning A Economy and Space · doi:10.1068/a091401 · Cited by 40
Working Women and Travel The Access of Women to Work and Community Facilities
Fox, M. B. (1983) · Journal of the American Planning Association · doi:10.1080/01944368308977059 · Cited by 40
The measurement of relative accessibility
Baxter, R. S., & Lenzi, G. (1975) · Regional Studies · doi:10.1080/09595237500185021 · Cited by 38
A measure of linked‐trip accessibility
Richardson, A. J., & Young, W. H. L. (1982) · Transportation Planning and Technology · doi:10.1080/03081068208717208 · Cited by 37
The Structure, Size and Costs of Urban Settlements
Chaline, C., & Stone, P. A. (1975) · Geographical Journal · doi:10.2307/1797235 · Cited by 35
Patterns and processes in urban and regional systems
Wilson, A. G. (1972) · UCL Discovery (University College London) · Cited by 32
METHOD FOR EVALUATING METROPOLITAN ACCESSIBILITY
Sherman, L., Barber, B. K., & Kondo, W. (1974) · Transportation Research Record Journal of the Transportation Research Board · Cited by 32
Transportation and mobility in an era of transition
Jansen, G. R. M., Nijkamp, P. J., & Ruijgrok, C. J. (1985) · Elsevier eBooks · Cited by 31
Bach, L. (1980) · Environment and Planning A Economy and Space · doi:10.1068/a120301 · Cited by 29
Muraco, W. A. (1972) · Economic Geography · doi:10.2307/142890 · Cited by 28
Modelling Non-Work Destination Choices with Choice Sets Defined by Travel-Time Constraints
Thill, J., & Horowitz, J. L. (1997) · Advances in spatial science · doi:10.1007/978-3-662-03499-6_10 · Cited by 26
Methods of describing physical access to supply points
Öberg, S. (1976) · Cited by 25
Women in Nonmetropolitan Areas: A Time-Budget Survey
Palm, R. I. (1981) · Environment and Planning A Economy and Space · doi:10.1068/a130373 · Cited by 24
CHARACTERISTICS OF MULTISTOP MULTIPURPOSE TRAVEL: AN EMPIRICAL STUDY OF TRIP LENGTH
O’Kelly, M. E., & Miller, E. J. (1984) · Transportation Research Record Journal of the Transportation Research Board · Cited by 22
Accessibility indices for abstract road networks
Kirby, H. R. (1976) · Regional Studies · doi:10.1080/09595237600185491 · Cited by 20
An operational measure of individual accessibility for use in the study of travel-activity patterns
Villoria, O. G. (1991) · Transportation Research Part A General · doi:10.1016/0191-2607(91)90236-j · Cited by 16
Macroaccessibility and Mesoaccessibility: A Case Study of Sapporo, Japan
Black, J. A., Kuranami, C., & Rimmer, P. J. (1982) · Environment and Planning A Economy and Space · doi:10.1068/a141355 · Cited by 13
Taming the Peak: Time and Timing as Travel Moderators
Salomon, I., & TACKEN, M. (1993) · Transportation research, economics and policy · doi:10.1007/978-94-015-8118-9_5 · Cited by 8
Flagged first, then by citations
Research works printed but not linked: 9
- City of Columbus, 1993, Growth Statement 1993
- Gutierrez J. P., 1995, Proceedings of ESRI User Conference 1995
- Hanson S., 1990, “Geographic Perspectives on the Occupational Segregation of Women”, National Geographic Research, 6, 376
- Harris C. D., 1954, “The Market as a Factor in the Location of Industry in the U.S”, Annals of the American Association of Geographers, 44, 315
- Kwan M.‐P., 1998, “Gender Differences in Non‐Work Activity‐Travel Behavior in Space‐Time: A Case Study of Columbus, Ohio”
- Kwan M.‐P., 1998, “Gender Differences in Access to Urban Opportunities”
- Kwan M.‐P., 1998, “Activity‐Travel Behavior and Accessibility”
- Lenntorp B., 1976, Lund Studies in Geography B: Human Geography
- Walsh S. J., 1995, “Health Care Accessibility: Comparison of Network Analysis and Indices of Hospital Service Areas”
Cited by
Sorted by citations
Accessibility evaluation of land-use and transport strategies: Review and research directions
Geurs, K. T., & van Wee, B. (2004) · Journal of Transport Geography · doi:10.1016/j.jtrangeo.2003.10.005 · Cited by 3,353
Accessible accessibility research challenges
van Wee, B. (2016) · Journal of Transport Geography · doi:10.1016/j.jtrangeo.2015.10.018 · Cited by 400
Discussing Equity and Social Exclusion in Accessibility Evaluations
Wee, B. V., & Geurs, K. (2011) · European Journal of Transport and Infrastructure Research · doi:10.18757/ejtir.2011.11.4.2940 · Cited by 381
Activity-based models of travel demand: promises, progress and prospects
Rasouli, S., & Timmermans, H. (2014) · International Journal of Urban Sciences · doi:10.1080/12265934.2013.835118 · Cited by 321
Time Geography and Space–Time Prism
Miller, H. J. (2017) · International Encyclopedia of Geography · doi:10.1002/9781118786352.wbieg0431 · Cited by 84
Visitation patterns across mobility groups: wandering, commuting, and exploring
Hołubowska, O., Smolak, K., Brum-Bastos, V., & Sila-Nowicka, K. (2026) · Journal of Geographical Systems · doi:10.1007/s10109-026-00501-x
Metadata
- Authors
- Kwan, M.
- Affiliations
- The Ohio State University (US)
- Corresponding author
- Kwan, Mei‐Po
- ORCID
- Kwan, Mei‐Po
- Venue
- Geographical Analysis
- Publisher
- Wiley
- Published
- 1998-07
- Volume
- 30
- Issue
- 3
- Pages
- 191-216
- ISSN
- 0016-7363 (ISSN-L)
- 1538-4632
- OpenAlex
- W2042593386
- Cited by
- 1,156
- References
- 82
- Citations by year
- 2026: 50 · 2025: 56 · 2024: 76 · 2023: 52 · 2022: 69 · 2021: 65 · 2020: 74 · 2019: 57 · 2018: 66 · 2017: 49 · 2016: 66 · 2015: 59 · 2014: 46 · 2013: 53 · 2012: 46
- FWCI
- 107.51
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Geographical Analysis (publishedVersion)
- Topics
- Social Sciences › Transportation › Urban Transport and Accessibility
- Social Sciences › Transportation › Transportation Planning and Optimization
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Agglomeration and Urban Systems
- Keywords
- space-time accessibility, travel diary data, land parcel data, Columbus, Ohio
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review