Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users...
Transcript of Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users...
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Community-Level Access DividesZa’atari Refugee Camp
Carleen MaitlandCollege of IST
Co-Director Institute for Information PolicyPenn State
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Humanitarian informatics• ICT use in refugee crises
– How do the displaced use mobile phones and the internet? • Youth mobile phone and internet use study
– What kinds of network environments do the displaced have access to and why?• Network infrastructure study
– How can ICTs be used to foster self-reliance?• Community asset mapping project
• Big Data and the ebola response– Can the reality match the hype? What are the uses?
Constraints? How do humanitarian organizations share and use data?
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Socio-technical systems
• Unpack the black box of technology• Examining ‘socio’ at the organizational level• For humanitarian informatics that means…
– Understanding international humanitarian law and its implications for• Relationships between UN and host country governments• UN policies that shape service provision
• Organizational policies– Organizations as infrastructure providers– Data management policies
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Network environments for the displaced
• Community-Level Physical Access Divides– What do we really know about coverage? – FCC and SamKnows crowd sourced coverage readings– As measurement improves, how will our understanding of
access divides?
• Network architectures are socio-technical systems– Mixed technologies – mobile, wifi, fixed– Carriers’ decisions– But who else?
• Universities, coffee shops, individuals
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Research Questions
• What are the technical characteristics of the Za'atari camp's network infrastructure and what divides, if any, do they reveal?
• What and how do organizational policies and practices influence these divides?
• Taking into account both the technical and social / organizational findings, what are possible solutions?
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Za’atari Syrian Refugee Camp• Established July 2012• Population: ~80,000
• Social Systems– Refugee community– Humanitarian service providers– Conflicts between them
• Network Infrastructure– Microwave network– Cellular network (Zain, Umniah, and Orange) – WiFi (Base camp and community centers)
Credit: New York Times
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Team
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Mixed Methods• Description of wifi and cellular network architectures• Technical signal measurements
– Quantifying the cellular coverage• Overall ability of the networks to serve individual users• Infrastructure from a geographic standpoint
– Cellular control messages and received signal strength indicator (RSSI)• Equipment: 1 laptop, 1 Nuand BladeRF software-defined radio and 4
android phones with radio debug model enabled for each person;• Non-intrusive and non-invasive.
• Observations, interviews and surveys conducted over 2 field sessions and numerous skype-based interactions
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CellularNetwork congestion
Percent of immediate assignment rejections per five minutes observed in the carrier networks (Jan 6th 2015)
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Cellular - Observed backoff wait valuesHow long a phone must wait until it repeats its request for a resource
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Cellular - Timing advance Observed Distances between individual Phones and base Stations
CDF: cumulative distribution function of the calculated distance for each carrier
Umniah has the most long-distance users while Zain users experience the lowest distances
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Geographic analysis
Received signal strength
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Geographic analysis
Received signal strength
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Geographic analysis
Cell reselection offset
CRO artificially increase the calculated signal strength when the phone determines which cell to use
Zain, the most popular carrier, makes extensive use of CRO with 87% of messages advertising a CRO of 20, resulting in an artificial increase of 40 dBm.
Android RSSI value to level map
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Geographic analysis
Data Connectivity
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Access divides
• Consumer oriented• Divides between
– Carriers– Space– Consumer groups
• Service quality-oriented• Measured by
– congestion– Uneven spatial
distribution in services– Inter-network access
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Congestion divide
• Social factors– Booming economy – refugees can pay for service– Failure of camp management to provide fixed
network alternatives• Equity, financial – recurring costs, resisting permanency
– UNHCR’s SIM distribution plan with Zain• Recommendations
– Informed carrier choices– Change SIM distribution program
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Uneven spatial distribution
• 3G connectivity most likely at base camp– Carrier network design decision?
• Signal strength – changing land use; as camp has grown, network not keeping up
• Recommendations– Work with carriers on spatial distribution of coverage – Repurpose abandoned facility in strong coverage area
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Inter-network divide
• Lack of access to a fixed or wifi network for refugees– Not allowed on the UNHCR network
• Refugees’ lack of political power prohibits them from arranging their own private network– Temporary nature
• This divide exacerbates the congestion • Recommendation - intra camp network
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Implications for theory
• Socio-technical systems– Opening the black box of technology– Understanding interactions of social and technical
systems• Modularity• Boundary object theory
• Multi-level governance– International, national and organizational levels of
policy making and their effects on ICT use
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Za’atari – next steps
• New information management officer• Money is drying up – refugee self-reliance• Community asset mapping project