Exponential random graph modeling of emergency collaboration networks

Knowledge-Based Systems

Volumn 77, Issue , 2015, Pages 68-79

  Hossain, Liaquat ^a,b   Hamra, Jafar ^b   Wigand, Rolf T ^c   Carlsson, Sven ^d  

^a UNIVERSITY OF HONG KONG   (Hong Kong)

^b UNIVERSITY OF SYDNEY   (Australia)

^c University of Arkansas at Little Rock ^*  (United States)

^d LUND UNIVERSITY   (Sweden)

Author keywords

Bushfire response; Emergency collaboration network; Exponential random graph; Performance; Social networks

Indexed keywords

CIVIL DEFENSE; COMPLEX NETWORKS; GRAPH THEORY; HUMAN RESOURCE MANAGEMENT; RISK MANAGEMENT; SOCIAL NETWORKING (ONLINE);

BUSHFIRE RESPONSE; COLLABORATION NETWORK; EMERGENCY MANAGEMENT; EXPLANATORY VARIABLES; EXPONENTIAL RANDOM GRAPH MODEL; PERFORMANCE; PROBABILISTIC MODELS; RANDOM GRAPHS;

EMERGENCY SERVICES;

EID: 84922758016     PISSN: 09507051     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.knosys.2014.12.029     Document Type: Article

References (32)

1. R.J. Houghton, C. Baber, R. McMaster, N.A. Stanton, P. Salmon, R. Stewart, and G. Walker Command and control in emergency services operations: a social network analysis Ergonomics 49 2006 1204 1225
2. J. Hamra, L. Hossain, C. Owen, and A. Abbasi Effects of networks on learning during emergency events Disaster Prevent. Manage. 21 2012 584 598
3. J. Hamra, R. Wigand, L. Hossain, and C. Owen Network effects on learning during emergency events Knowl. Manage. Res. Pract. 12 4 2012 387 397
4. D. Varda, R. Forgette, D. Banks, and N. Contractor Social network methodology in the study of disasters: issues and insights prompted by post-katrina research Popul. Res. Policy Rev. 28 2009 11 29
5. L. Hossain, and M. Kuti Disaster response preparedness coordination through social networks Disasters 34 2010 755 786
6. G.J. De Vreede, and R.O. Briggs Collaboration engineering: designing repeatable processes for high-value collaborative tasks Proceedings of the 38th Annual Hawaii International Conference on System Sciences, 2005, HICSS'05 2005 IEEE Computer Society Press
7. L. Hossain, S. Khalili, and S. Uddin Inter-organizational coordination dynamics during crisis J. Dec. Syst. 20 2011 383 396
8. J. Knoben, and L. Oerlemans Proximity and inter-organizational collaboration: a literature review Int. J. Manage. Rev. 8 2006 71 89
9. M.S. Uddin, and L. Hossain Towards coordination preparedness of soft-target organisation Proceedings of the 8th International Conference on Electronic Government 2009 Springer Verlag Linz, Austria 54 64
10. S. Wasserman, and K. Faust Social Network Analysis: Methods and Applications 1994 Cambridge University Press
11. P. Carrington, J. Scott, and S. Wasserman Models and Methods in Social Network Analysis 2005 Cambridge University Press
12. T.A.B. Snijders, P.E. Pattison, G.L. Robins, and M.S. Handcock New specifications for exponential random graph models Sociol. Methodol. 36 2006 99 153
13. G. Robins, P. Pattison, and J. Woolcock Missing data in networks: exponential random graph (P∗) models for networks with non-respondents Social Netw. 26 2004 257 283
14. Z.M. Saul, and V. Filkov Exploring biological network structure using exponential random graph models Bioinformatics 23 2007 2604 2611
15. S. Uddin, L. Hamra, and L. Hossain Exploring Communication Networks to Understand Organizational Crisis Using Exponential Random Graph Models Computational & Mathematical Organization Theory 2011 Springer US 1 17
16. J. Hamra, S. Uddin, and L. Hossain Exponential random graph modeling of communication networks to understand organizational crisis 49th SIGMIS Annual Conference on Computer Personnel Research 2011 ACM 71 78
17. M. Schweinberger, M. Petrescu-Prahova, D.Q. Vu, Disaster Response on September 11, 2001 Through the Lens of Statistical Network Analysis, Tech. Rep., Department of Statistics, Pennsylvania State University, 2011.
18. S. Wasserman, and P. Pattison Logit models and logistic regressions for social networks: I. An introduction to Markov graphs and P Psychometrika 61 1996 401 425
19. G. Robins, T. Snijders, P. Wang, M. Handcock, and P. Pattison Recent developments in exponential random graph (p∗) models for social networks Social Netw. 29 2007 192 215
20. G. Robins, P. Pattison, Y. Kalish, and D. Lusher An introduction to exponential random graph (p∗) models for social networks Social Netw. 29 2007 173 191
21. O. Frank, and D. Strauss Markov Graphs 1986 American Statistical Association Alexandria, VA, ETATS-UNIS
22. B. Teague, R. McLeod, S. Pascoe, Victorian Bushfires Royal Commission Final Report, 2009.
23. S. Borgatti, M. Everett, and L. Freeman UCINET for Windows: Software for Social Network Analysis 2002 Harvard Analytic Technologies Natick, MA
24. R.A. Hanneman, M. Riddle, Introduction to social network methods, in: C.U.O.C. Riverside, Riverside (published in digital form at http://faculty.ucr.edu/~hanneman/). (Ed.), 2005.
25. P. Wang, G. Robins, and P. Pattison PNET: A Program for the Simulation and Estimation of Exponential Random Graph Models 2006 University of Melbourne
26. M. Shumate, and E.T. Palazzolo Exponential Random Graph (p∗) models as a method for social network analysis in communication research Commun. Meth. Measur. 4 2010 341 371
27. J.J. Hox Multilevel modeling: when and why I. Balderjahn, R. Mathar, M. Schader, Classification, Data Analysis, and Data Highways 1998 Springer Verlag New York 147 154
28. J. Gray, D. Jesson, H. Goldstein, K. Hedger, and J. Rasbash A multi-level analysis of school improvement: changes in schools' performance over time School Effective. School Improve. 6 1995 97 114
29. A.H. Leyland, and H. Goldstein Multilevel Modelling of Health Statistics 2001 Wiley Chichester, UK
30. S. Lautze Humanitarian Action, Livelihoods, and Socio-Cultural Dynamics in Uganda: An Exploration of Theoretical Considerations for Impact Evaluation 2009 Camp Sherman Oregon
31. W.A. Schafer, J.M. Carroll, S.R. Haynes, and S. Abrams Emergency management planning as collaborative community work J. Homel. Secur. Emerg. Manage. 5 2008
32. K. Tolhurst, Report on the Physical Nature of the Victorian Fires Occurring on 7th February 2009.