community-level access divides v2.pdf · umniah has the most long-distance users while zain users...

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Community-Level Access Divides Za’atari Refugee Camp Carleen Maitland College of IST Co-Director Institute for Information Policy Penn State

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Page 1: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

Community-Level Access DividesZa’atari Refugee Camp

Carleen MaitlandCollege of IST

Co-Director Institute for Information PolicyPenn State

Page 2: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

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?

Page 3: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

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

Page 4: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

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

Page 5: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

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?

Page 6: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

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

Page 7: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

Team

Page 8: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic
Page 9: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

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

Page 10: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

CellularNetwork congestion

Percent of immediate assignment rejections per five minutes observed in the carrier networks (Jan 6th 2015)

Page 11: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

Cellular - Observed backoff wait valuesHow long a phone must wait until it repeats its request for a resource

Page 12: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

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

Page 13: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

Geographic analysis

Received signal strength

Page 14: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

Geographic analysis

Received signal strength

Page 15: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

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

Page 16: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

Geographic analysis

Data Connectivity

Page 17: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

Access divides

• Consumer oriented• Divides between

– Carriers– Space– Consumer groups

• Service quality-oriented• Measured by

– congestion– Uneven spatial

distribution in services– Inter-network access

Page 18: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

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

Page 19: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

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

Page 20: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

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

Page 21: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

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

Page 22: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

Za’atari – next steps

• New information management officer• Money is drying up – refugee self-reliance• Community asset mapping project

Page 23: Community-Level Access Divides v2.pdf · Umniah has the most long-distance users while Zain users experience the lowest distances. Geographic analysis Received signal strength. Geographic

[email protected]

http://cmaitland.ist.psu.edu