Modeling social network influence on joint trip frequency for regular activity travel decisions

Transportation Research Record

Volumn 2525, Issue , 2015, Pages 83-93

  Sadri, Arif Mohaimin ^a   Lee, Seungyoon ^b   Ukkusuri, Satish V ^a  

^a PURDUE UNIVERSITY   (United States)

^b PURDUE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BEHAVIORAL RESEARCH; SOCIAL NETWORKING (ONLINE);

ACTIVITY-BASED TRAVELS; NETWORK INFLUENCES; PERSONAL NETWORKS; SOCIAL ACTIVITIES; SOCIAL INFLUENCE; SOCIAL NETWORK STRUCTURES; TRAVEL BEHAVIOUR; TRAVEL DECISIONS; TRAVEL DEMAND MODELS; URBAN TRIP;

ECONOMIC AND SOCIAL EFFECTS;

EID: 84976292468     PISSN: 03611981     EISSN: 21694052     Source Type: Journal    
DOI: 10.3141/2495-09     Document Type: Article

References (62)

1. Burt, R. S. Network Items and the General Social Survey. Social Networks, Vol. 6, No. 4, 1984, pp. 293-339.
2. Axhausen, K. W., and T. Gärling. Activity-Based Approaches to Travel Analysis: Conceptual Frameworks, Models, and Research Problems. Transport Reviews, Vol. 12, 1992, pp. 323-341.
3. Carrasco, J. A., and E. J. Miller. The Social Dimension in Action: A Multilevel, Personal Networks Model of Social Activity Frequency Between Individuals. Transportation Research Part A, Vol. 43, No. 1, 2009, pp. 90-104.
4. Bhat, C. R., and T. K. Lawton. Passenger Travel Demand Forecasting. Transportation Research Board of the National Academies, Washington, D.C., 2000. http://onlinepubs.trb.org/onlinepubs/millennium/00083.pdf.
5. Deutsch, K., and K. G. Goulias. Decision Makers and Socializers, Social Networks and the Role of Individuals as Participants. Transportation, Vol. 40, No. 4, 2013, pp. 755-771.
6. Dugundji, E. R., A. Páez, T. A. Arentze, J. L. Walker, J. A. Carrasco, F. Marchal, and H. Nakanishi. Transportation and Social Interactions. Transportation Research Part A: Policy and Practice, Vol. 45, No. 4, 2011, pp. 239-247.
7. Carrasco, J. A., B. Hogan, B. Wellman, and E. J. Miller. Collecting Social Network Data to Study Social Activity-Travel Behavior: An Egocentric Approach. Environment and Planning. B, Planning and Design, Vol. 35, No. 6, 2008, p. 961.
8. Carrasco, J. A., and E. J. Miller. Exploring the Propensity to Perform Social Activities: A Social Network Approach. Transportation, Vol. 33, No. 5, 2006, pp. 463-480.
9. Bhat, C. R., and R. Gossen. A Mixed Multinomial Logit Model Analysis of Week End Recreational Episode Type Choice. Transportation Research B, Vol. 38, 2004, pp. 767-787.
10. Axhausen, K. W. A Dynamic Understanding of Travel Demand: A Sketch. Arbeitsberichte Verkehrs-und Raumplanung 119. Institute for Transport Planning and Systems, ETH Zurich, Switzerland, 2002.
11. Lin, N. Building a Network Theory of Social Capital. In Social Capital: Theory and Research (N. Lin, K. Cook, and R. S. Burt, eds.), Transaction Publishers, New Brunswick, N.J., 2001, pp. 3-29.
12. Carrasco, J. A., and B. Cid-Aguayo. Network Capital, Social Networks, and Travel: An Empirical Illustration from Concepción, Chile. Environment and Planning-Part A, Vol. 44, No. 5, 2012, p. 1066.
13. Rajé, F. Impacts of Road User Charging/Workplace Parking Levy on Social Inclusion/Exclusion: Gender, Ethnicity and Lifecycle Issues. Transport Studies Unit, University of Oxford, United Kingdom, 2003.
14. Miller, H. J. Social Exclusion in Space and Time. In Moving Through Nets: The Physical and Social Dimensions of Travel. Selected Papers from the 10th International Conference of Travel Behaviour Research (K. W. Axhausen, ed.), Elsevier, New York, 2006, pp. 353-380.
15. Miller, H. J. Place-Based Versus People-Based Accessibility. In Access to Destinations (D. Levinson and K. J. Krizek, eds.), Emerald Group Publishing Limited, Bingley, United Kingdom, 2005, pp. 63-89.
16. Timmermans, H. (ed.). Progress on Activity-Based Analysis. Elsevier, New York, 2005.
17. Sharmeen, F., T. Arentze, and H. Timmermans. An Analysis of the Dynamics of Activity and Travel Needs in Response to Social Network Evolution and Life-Cycle Events: A Structural Equation Model. Transportation Research Part A, Vol. 59, 2014, pp. 159-171.
18. Dugundji, E. R., and J. L. Walker. Discrete Choice With Social and Spatial Network Interdependencies: An Empirical Example Using Mixed Generated Extreme Value Models With Field and Panel Effects. In Transportation Research Record: Journal of the Transportation Research Board, No. 1921, Transportation Research Board of the National Academies, Washington, D.C., 2005, pp. 70-78.
19. Páez, A., and D. M. Scott. Social Influence on Travel Behavior: A Simulation Example of the Decision to Telecommute. Environment and Planning A, Vol. 39, 2007, pp. 647-665.
20. Habib, K. M. N., J. A. Carrasco, and E. J. Miller. Social Context of Activity Scheduling: Discrete-Continuous Model of Relationship Between with Whom and Episode Start Time and Duration. In Transportation Research Record: Journal of the Transportation Research Board, No. 2076, Transportation Research Board of the National Academies, Washington, D.C., 2008, pp. 81-87.
21. Ronald, N., V. Dignum, and C. M. Jonker. When Will I See You Again: Modelling the Influence of Social Networks on Social Activities. Proc., Workshop on Multi-Agent Systems and Simulation at Multi-Agent Logics, Languages, and Organisations Federated Workshops, Lyon, France, 2010, pp. 1-8.
22. Moore, J., J. A. Carrasco, and A. Tudela. Exploring the Links Between Personal Networks, Time Use, and the Spatial Distribution of Social Contacts. Transportation, Vol. 40, No. 4, 2013, pp. 773-788.
23. Carrasco, J. A., and A. J. Miller. Socialising with People and Not Places: Modeling Social Activities Explicitly Incorporating Social Networks. Presented at Computers in Urban Planning and Urban Management, London, 2005.
24. Habib, K. M. N., and J. A. Carrasco. Investigating the Role of Social Networks in Start Time and Duration of Activities: Trivariate Simultaneous Econometric Model. In Transportation Research Record: Journal of the Transportation Research Board, No. 2230, Transportation Research Board of the National Academies, Washington, D.C., 2011, pp. 1-8.
25. Carrasco, J. A., E. J. Miller, and B. Wellman. How Far and With Whom Do People Socialize? Empirical Evidence About Distance Between Social Network Members. In Transportation Research Record: Journal of the Transportation Research Board, No. 2076, Transportation Research Board of the National Academies, Washington, D.C., 2008, pp. 114-122.
26. van den Berg, P. E. W. Social Activity-Travel Patterns: The Role of Personal Networks and Communication Technology. PhD dissertation. Technische Universiteit, Eindhoven, Netherlands, 2012.
27. Park, N., S. Lee, and J. H. Kim. Individuals' Personal Network Characteristics and Patterns of Facebook Use: A Social Network Approach. Computers in Human Behavior, Vol. 28, No. 5, 2012, pp. 1700-1707.
28. Lin, T., and D. Wang. Social Networks and Joint/Solo Activity-Travel Behavior. Transportation Research Part A, Vol. 68, Oct. 2014, pp. 18-31.
29. Stutz, F. P. Intra-Urban Social Visiting and Leisure Behavior. Journal of Leisure Research, Vol. 5, 1973, pp. 6-15.
30. Wasserman, S., and K. Faust. Social Network Analysis: Methods and Applications. Cambridge University Press, New York, 1994.
31. Marsden, P. V. Core Discussion Networks of Americans. American Sociological Review, Vol. 52, 1987, pp. 122-131.
32. Burt, R. S. The Network Structure of Social Capital. Research in Organizational Behavior, Greenwich, Conn., 2000, Vol. 22, pp. 1-14.
33. Granovetter, M. The Strength of Weak Ties. American Journal of Sociology, Vol. 78, No. 6, 1973, pp. 1360-1380.
34. Borgatti, S. P., and D. S. Halgin. On Network Theory. Organization Science, Vol. 22, No. 5, 2011, pp. 1168-1181.
35. Monge, P., and N. Contractor. Theories of Communication Networks. Oxford University Press, Oxford, UK, 2003.
36. Haythornthwaite, C. Social Networks and Internet Connectivity Effects. Information, Communication and Society, Vol. 8, No. 2, 2005, pp. 125-147.
37. Borgatti, S. P., C. Jones, and M. G. Everett. Network Measures of Social Capital. Connections, Vol. 21, No. 2, 1998, pp. 27-36.
38. Wellman, B. Networks in the Global Village. Westview Press, Boulder, Colo., 1999.
39. Lozares, C., J. M. Verd, I. Cruz, and O. Barranco. Homophily and Heterophily in Personal Networks. From Mutual Acquaintance to Relationship Intensity. Quality and Quantity, Vol. 48, No. 5, Sept. 2014, pp. 2657-2670.
40. McPherson, M., L. Smith-Lovin, and J. M. Cook. Birds of a Feather: Homophily in Social Networks. Annual Review of Sociology, Vol. 27, 2001, pp. 415-444.
41. DeJordy, R., and D. Halgin. Introduction to Ego Network Analysis. Presented at Academy of Management Professional Development Workshop, Boston College and the Winston Center for Leadership and Ethics, Mass., 2008.
42. Bastani, S. Family Comes First: Men's and Women's Personal Networks in Tehran. Social Networks, Vol. 29, 2007, pp. 357-374.
43. Ibarra, H. Network Centrality, Power, and Innovation Involvement: Determinants of Technical and Administrative Roles. Academy of Management Journal, Vol. 36, 1993, pp. 471-501.
44. Exadaktylos, F., A. M. Espín, and P. Brañas-Garza. Experimental Subjects Are Not Different. Scientific Reports, Vol. 3, 2013. http://www.nature .com/articles/srep01213.
45. Borgatti, S. P., and D. S. Halgin. An Introduction to Personal Network Analysis and Tie Churn Statistics Using E-NET. Connections, Vol. 32, No. 1, 2012, pp. 37-48.
46. Fischer, C. S. To Dwell Among Friends: Personal Networks in Town and City. University of Chicago Press, Chicago, Ill., 1982.
47. Laumann, E. O. Prestige and Association in an Urban Community. Bobbs-Merrill, New York, 1966.
48. Laumann, E. O. Bonds of Pluralism: The Form and Substance of Urban Social Networks. John Wiley & Sons, New York, 1973.
49. Wellman, B. The Community Question: The Intimate Networks of East Yorkers. American Journal of Sociology, Vol. 84, 1979, pp. 1201-1231.
50. Marin, A. Are Respondents More Likely to List Alters With Certain Characteristics? Implications for Name Generator Data. Social Networks, Vol. 26, No. 4, 2004, pp. 289-307.
51. Brewer, D. D. Forgetting in the Recall-Based Elicitation of Personal and Social Networks. Social Networks, Vol. 22, No. 1, 2000, pp. 29-43.
52. Marin, A., and K. N. Hampton. Simplifying the Personal Network Name Generator Alternatives to Traditional Multiple and Single Name Generators. Field Methods, Vol. 19, No. 2, 2007, pp. 163-193.
53. Carrasco, J. A., C. Bustos, and B. Cid-Aguayo. Affective Personal Networks Versus Daily Contacts: Analyzing Different Name Generators in a Social Activity-Travel Behaviour Context. In Transport Survey Methods: Best Practice for Decision Making (J. Zmud, M. Lee-Gosselin, M. Munizaga, and J. A. Carrasco, eds.), Emerald Group Publishing Limited, Bingley, United Kingdom, 2013, pp. 409-426.
54. Bailey, S., and P. V. Marsden. Interpretation and Interview Context: Examining the General Social Survey Name Generator Using Cognitive Methods. Social Networks, Vol. 21, No. 3, 1999, pp. 287-309.
55. Kowald, M., A. Frei, J. K. Hackney, J. Illenberger, and K. W. Axhausen. Collecting Data on Leisure Travel: The Link Between Leisure Contacts and Social Interactions. Procedia-Social and Behavioral Sciences, Vol. 4, 2010, pp. 38-48.
56. van den Berg, P., T. A. Arentze, and H. J. P. Timmermans. Size and Composition of Ego-Centered Social Networks and Their Effect on Geographic Distance and Contact Frequency. In Transportation Research Record: Journal of the Transportation Research Board, No. 2135, Transportation Research Board of the National Academies, Washington, D.C., 2009, pp. 1-9.
57. Krackhardt, D., and R. N. Stern. Informal Networks and Organizational Crises: An Experimental Simulation. Social Psychology Quarterly, Vol. 51, No. 2, 1988, pp. 123-140.
58. Washington, S., M. Karlaftis, and F. Mannering. Statistical and Econometric Methods for Transportation Data Analysis, 2nd ed. CRC Press, Boca Raton, Fla., 2011.
59. Vuong, Q. Likelihood Ratio Tests for Model Selection and Non-Nested Hypotheses. Econometrica, Vol. 57, 1989, pp. 307-334.
60. Greene, W. Econometric Analysis, 3rd ed. Prentice Hall, Upper Saddle River, N.J., 1987.
61. Shankar, V., J. Milton, and F. Mannering. Modeling Accident Frequencies as Zero-Altered Probability Processes: An Empirical Inquiry. Accident Analysis and Prevention, Vol. 29, No. 6, 1997, pp. 829-837.
62. Ben-Akiva, M., and S. Lerman, Discrete Choice Analysis. MIT Press, Cambridge, Mass., 1985.