Towards a Socio-Technical Framework for Bridging the Digital Divide in Rural Emergency Preparedness and Response: Integrating User Adoption, Heterogeneous Wide-Area Networks, and Advanced Data Science

In rural areas, emergency preparedness and response (ERP) could be greatly affected by the lack of access to technology and the Internet and, therefore, to timely and accurate information about a natural or human-made disaster. This paper proposes a socio-technical framework that integrates a potential technology solution, with optimization methods, and strategies for user adoption. We argue that in order to bridge the digital divide in rural ERP, all these factors need to be systematically considered and integrated into a comprehensive framework, which could guide potential implementation.

[1]  Ambuj K. Singh,et al.  The social media genome: Modeling individual topic-specific behavior in social media , 2013, 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013).

[2]  Éva Tardos,et al.  Maximizing the Spread of Influence through a Social Network , 2015, Theory Comput..

[3]  Sergio F. Ochoa,et al.  Human-centric wireless sensor networks to improve information availability during urban search and rescue activities , 2015, Inf. Fusion.

[4]  Raghupathy Sivakumar,et al.  A Transport Layer Approach for Achieving Aggregate Bandwidths on Multi-Homed Mobile Hosts , 2002, MobiCom '02.

[5]  Kok-Kiong Yap,et al.  Making use of all the networks around us: a case study in android , 2012, CCRV.

[6]  Robin Kravets,et al.  Transport level mechanisms for bandwidth aggregation on mobile hosts , 2001, Proceedings Ninth International Conference on Network Protocols. ICNP 2001.

[7]  K. Meier,et al.  Public Management in Intergovernmental Networks: Matching Structural Networks and Managerial Networking , 2004 .

[8]  Elizabeth M. Belding-Royer,et al.  A First Look at Tribal Web Traffic , 2015, WWW.

[9]  Fred D. Davis,et al.  User Acceptance of Computer Technology: A Comparison of Two Theoretical Models , 1989 .

[10]  N. O'Brien Emergency Preparedness for Older People , 2003 .

[11]  Raghupathy Sivakumar,et al.  A Transport Layer Approach for Achieving Aggregate Bandwidths on Multi-Homed Mobile Hosts , 2005, Wirel. Networks.

[12]  Swarun Kumar,et al.  Interference alignment by motion , 2013, MobiCom.

[13]  V. Bekkers,et al.  The Diffusion and Adoption of Public Sector Innovations: A Meta-Synthesis of the Literature , 2018 .

[14]  Srinivasan Keshav,et al.  Design and implementation of the KioskNet system , 2007, 2007 International Conference on Information and Communication Technologies and Development.

[15]  Shaojie Tang,et al.  Recent progress in routing protocols of mobile opportunistic networks: A clear taxonomy, analysis and evaluation , 2016, J. Netw. Comput. Appl..

[16]  Ming Zhang,et al.  Proceedings of the General Track: 2004 USENIX Annual Technical Conference , 2022 .

[17]  Pamela A. Mischen Collaborative Network Capacity , 2015 .

[18]  Timothy L. Sellnow,et al.  Theorizing Crisis Communication , 2013 .

[19]  Gertjan van Stam,et al.  Bringing Internet connectivity to rural Zambia using a collaborative approach , 2007, 2007 International Conference on Information and Communication Technologies and Development.

[20]  Sartaj Sahni,et al.  Network upgrading problems , 1995, Networks.

[21]  Bhaskaran Raman,et al.  Turning 802.11 inside-out , 2004, Comput. Commun. Rev..

[22]  L. Comfort,et al.  Coordination in Rapidly Evolving Disaster Response Systems , 2004 .

[23]  R. Chambers The Origins and Practice of Participatory Rural Appraisal * ROBERT CHAMBERS ? , 1994 .

[24]  Elizabeth M. Belding-Royer,et al.  Kwiizya: local cellular network services in remote areas , 2013, MobiSys '13.

[25]  J. Bryson,et al.  The design and implementation of cross-sector collaborations: Propositions from the literature , 2006 .

[26]  Srikanth Kandula,et al.  FatVAP: Aggregating AP Backhaul Capacity to Maximize Throughput , 2008, NSDI.

[27]  Lakshminarayanan Subramanian,et al.  Beyond Pilots: Keeping Rural Wireless Networks Alive , 2008, NSDI.

[28]  Ambuj K. Singh,et al.  Modeling individual topic-specific behavior and influence backbone networks in social media , 2014, Social Network Analysis and Mining.

[29]  Victor Bekkers,et al.  The governance of back-office integration , 2007 .

[30]  E. Rogers,et al.  Diffusion of innovations , 1964, Encyclopedia of Sport Management.

[31]  Randall R. Stewart,et al.  Stream Control Transmission Protocol , 2000, RFC.

[32]  James M. MacDonald Family Farming in the United States , 2014 .

[33]  Romit Roy Choudhury,et al.  The Case for Robotic Wireless Networks , 2016, WWW.

[34]  Ambuj K. Singh,et al.  A Distance Measure for the Analysis of Polar Opinion Dynamics in Social Networks , 2015, 2017 IEEE 33rd International Conference on Data Engineering (ICDE).

[35]  Charu C. Aggarwal,et al.  Integrating Sensors and Social Networks , 2011, Social Network Data Analytics.

[36]  M. Esteve,et al.  DETERMINANTS OF NETWORK OUTCOMES: THE IMPACT OF MANAGEMENT STRATEGIES , 2014, Public administration.

[37]  Alex Pentland,et al.  DakNet: rethinking connectivity in developing nations , 2004, Computer.

[38]  G. Kreps Sociological Inquiry and Disaster Research , 1984 .

[39]  Elizabeth M. Belding-Royer,et al.  HybridCell: Cellular connectivity on the fringes with demand-driven local cells , 2016, IEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications.

[40]  Kameswari Chebrolu,et al.  Experiences in using WiFi for rural internet in India , 2007, IEEE Communications Magazine.

[41]  Kun-Chan Lan,et al.  A Survey of Opportunistic Networks , 2008, 22nd International Conference on Advanced Information Networking and Applications - Workshops (aina workshops 2008).

[42]  Petko Bogdanov,et al.  Network Clocks: Detecting the Temporal Scale of Information Diffusion , 2017, 2017 IEEE International Conference on Data Mining (ICDM).

[43]  Arun Venkataramani,et al.  Augmenting mobile 3G using WiFi , 2010, MobiSys '10.

[44]  Developing a Disaster Preparedness Campaign Targeting Low-Income Latino Immigrants: Focus Group Results for Project PREP , 2009, Journal of health care for the poor and underserved.

[45]  R. Ravi,et al.  Approximation Algorithms for Certain Network Improvement Problems , 1998, J. Comb. Optim..

[46]  E. David,et al.  Networks, Crowds, and Markets: Reasoning about a Highly Connected World , 2010 .

[47]  Murray Turoff,et al.  Past and future emergency response information systems , 2002, CACM.

[48]  Athanasios K. Tsakalidis,et al.  E-government and Interoperability Issues , 2007 .

[49]  Huang,et al.  [IEEE 22nd International Conference on Advanced Information Networking and Applications - Workshops (aina workshops 2008) - Gino-wan, Okinawa, Japan (2008.03.25-2008.03.28)] 22nd International Conference on Advanced Information Networking and Applications - Workshops (aina workshops 2008) - A Survey , 2008 .

[50]  Chris Huxham,et al.  The Tangled Web: Unraveling the Principle of Common Goals in Collaborations , 2012 .

[51]  Edmund M. Yeh,et al.  Information dissemination in large-scale wireless networks with unreliable links , 2008, WICON.

[52]  Kashif Ali,et al.  Expanding Rural Cellular Networks with Virtual Coverage , 2013, NSDI.

[53]  R. Karl Rethemeyer,et al.  Making Sense of Collaboration and Governance , 2009 .

[54]  Soon Ae Chun,et al.  Government information sharing and integration: Combining the social and the technical , 2009, Inf. Polity.

[55]  S. Krumke {35 () Approximation Algorithms for Certain Network Improvement Problems , 1998 .

[56]  Harish Viswanathan,et al.  911-NOW: A network on wheels for emergency response and disaster recovery operations , 2007, Bell Labs Technical Journal.

[57]  Ambuj K. Singh,et al.  Towards Scalable Network Delay Minimization , 2016, 2016 IEEE 16th International Conference on Data Mining (ICDM).

[58]  Daniel Gutiérrez-Reina,et al.  A Survey on Multihop Ad Hoc Networks for Disaster Response Scenarios , 2015, Int. J. Distributed Sens. Networks.

[59]  Theresa A. Pardo,et al.  Interorganizational information integration: A key enabler for digital government , 2007, Gov. Inf. Q..

[60]  Lakshminarayanan Subramanian,et al.  WiLDNet: Design and Implementation of High Performance WiFi Based Long Distance Networks , 2007, NSDI.

[61]  Petko Bogdanov,et al.  Making a Small World Smaller: Path Optimization in Networks , 2018, IEEE Transactions on Knowledge and Data Engineering.

[62]  T. Stocker,et al.  Managing the risks of extreme events and disasters to advance climate change adaptation. Special report of the Intergovernmental Panel on Climate Change. , 2012 .

[63]  Sergio F. Ochoa,et al.  Supporting Real-Time Message Delivery in Disaster Relief Efforts: An Analytical Approach , 2017, UCAmI.

[64]  Mila Gascó,et al.  Determinants and barriers of e-procurement: A European comparison of public sector experiences , 2018, HICSS.

[65]  Antonio Alfredo Ferreira Loureiro,et al.  Protocols, mobility models and tools in opportunistic networks: A survey , 2014, Comput. Commun..

[66]  Ben Y. Zhao,et al.  Energy and Performance of Smartphone Radio Bundling in Outdoor Environments , 2015, WWW.

[67]  Songwu Lu,et al.  iCellular: Device-Customized Cellular Network Access on Commodity Smartphones , 2016, NSDI.

[68]  Mary Shaw Successful collaboration between the nonprofit and public sectors , 2003 .

[69]  Masahiro Kimura,et al.  Prediction of Information Diffusion Probabilities for Independent Cascade Model , 2008, KES.

[70]  Jon M. Kleinberg,et al.  Networks, Crowds, and Markets: Reasoning about a Highly Connected World [Book Review] , 2013, IEEE Technol. Soc. Mag..

[71]  Lakshminarayanan Subramanian,et al.  Rethinking Wireless in the Developing World , 2006, HotNets.

[72]  Starr Roxanne Hiltz,et al.  Online forums supporting grassroots participation in emergency preparedness and response , 2007, Commun. ACM.

[73]  R. Katz,et al.  US billion-dollar weather and climate disasters: data sources, trends, accuracy and biases , 2013, Natural Hazards.

[74]  L. M. Miller,et al.  PERCEPTIONS OF DISASTER RISK AND VULNERABILITY IN RURAL TEXAS , 2013 .

[75]  Paramvir Bahl,et al.  MultiNet: connecting to multiple IEEE 802.11 networks using a single wireless card , 2004, IEEE INFOCOM 2004.

[76]  J. Ramon Gil-Garcia,et al.  Conceptualizing Information Integration in Government , 2015 .

[77]  Jay Chen,et al.  Helping the Lone Operator in the Vast Frontier , 2016, HotNets.

[78]  Victor Bekkers,et al.  Innovation in the Public Sector , 2011 .

[79]  Anant Sahai,et al.  GSM whitespaces: An opportunity for rural cellular service , 2014, 2014 IEEE International Symposium on Dynamic Spectrum Access Networks (DYSPAN).

[80]  Aviv Shoham,et al.  Innovation in the public sector , 2021, Innovation in the Public Sector.

[81]  E. Lettieri,et al.  Disaster management: findings from a systematic review , 2009 .