
Visualization of human mobility in Pakistan, aggregated over 7 months. Locations of the three largest outbreaks are marked. The study, Impacts of human mobility on the emergence of dengue epidemics in Pakistan , analysed anonymized call data records from more than 30 million Telenor Pakistan subscribers during the 2013 dengue outbreak, using the large sample to accurately map the geographic spread and timing of the epidemic. The data was aggregated and anonymized within Pakistan. The resulting model contributes to the design of more effective national response mechanisms in Pakistan and other at-risk nations, while demonstrating the potential for call records to accurately reveal mobility patterns that can help combat and predict the spread of virulent disease.
The Threat Dengue is the fastest-spreading tropical disease in the world, with half the global population now living in at-risk regions including Asia, the Americas, and Africa, notes co-author and Senior Data Scientist at Telenor Research, Dr. Kenth Eng -Monsen, who leads Telenor Research's Data Driven Development initiative.
At the same time, public health professionals, data scientists, and mobile operators working together wield important weapons to combat the spread of the disease, including using Big Data to stay a step ahead of an epidemic. In this case a very large mobile data set gave us a bird's eye view of the human movement that drives transmission, and will help health authorities in at-risk areas put adequate countermeasures in place in anticipation of an outbreak. This is especially important as we see increasing transnational movement of people and the consequent global spread of dengue.
The dengue carrier mosquito species Aedes aegypti thrives in urban and semi-urban environments and transmits the virus between humans. Dengue can cause fever, shock, severe bleeding and death, particularly in the young and the elderly, the most vulnerable among us. This is especially true in regions without adequate treatment facilities, added Dr. Eng -Monsen.
There is currently no cure, or vaccine against, dengue infection, notes Dr. Eng -Monsen.
The Response Current dengue countermeasures generally focus on control of the carrier species A. aegypti, although these measures are often logistically difficult and vary in efficacy; they also do little to counter large-scale outbreaks once they are underway.
In the absence of effective prevention and treatment, public health system preparedness remains the single most important tool for minimizing outbreaks and preventing mortality. Of paramount importance is optimizing the transmission forecasting capability of health authorities.
The research team found that mobile phone-based mobility estimates accurately predicted the geographic spread and timing of epidemics in both recently epidemic and emerging locations. The study combined the data with dengue climate-suitability maps and estimates of seasonal dengue virus importation to generate fine-scale risk maps.
The maps and tools we have created have direct application to future dengue containment and epidemic preparedness and can also be applied to other infectious diseases, observed Dr. Eng -Monsen. We look forward to working further with public health authorities in Pakistan and elsewhere to deploy them in the prevention and control of future epidemics.
Dr. Caroline Buckee, assistant professor of epidemiology, Harvard University and the study's senior author, said: Accurate predictive models identifying changing vulnerability to dengue outbreaks are necessary for epidemic preparedness and containment of the virus. Because mobile phone data are continuously being collected, they could be used to help national control programs plan in near real time.
The Impact Telenor Group's ambition is to contribute to finding sustainable long-term solutions to social challenges, creating shared value for society and the company. This study shows that through pooling our expertise with that of our partners we can contribute to making potentially life-saving impact, says Mai Oldgard, Senior Vice President and Head of Sustainability in Telenor Group. The insights and models from the study can now be applied to further countries and diseases.
Michael Patrick Foley, CEO of Telenor Pakistan added that, Telenor Pakistan is extremely proud to have cooperated with Telenor Research and the Harvard T.H. Chan School of Public Health on this vital contribution to the fight against dengue, the fastest-growing tropical disease and now a leading cause of death among children in some Asian countries. Telenor feels a strong responsibility to make a contribution to the global effort to eradicate the virus and hope that this study can contribute to real action in Pakistan and beyond.
The study is co-authored by Amy Wesolowski, Taimur Qureshi, Maciej F. Bonid, P l Roe Sunds y, Michael A. Johansson, Syed Basit Rasheed, Kenth Eng -Monsen, and Caroline O. Buckee, and has recently been published in the Proceedings of the National Academy of Sciences (PNAS), the journal of the U.S. National Academy of Sciences.
To view the corresponding announcement from Harvard University, please visit:
http://www.hsph.harvard.edu/news/press-releases/
About Telenor Research Telenor Research is Telenor's corporate unit for research. The unit conducts research and delivers research based advice on topics such as digital services, Big Data, Internet and network technology, competitive strategy, and customer experience.
About Telenor Group Telenor Group is an international provider of tele, data and media communication services. Telenor Group has mobile operations in 13 markets in the Nordic region, Central and Eastern Europe and in Asia, as well as an economic stake of 33 per cent in VimpelCom Ltd., operating in 14 markets. Headquartered in N
Most recent headlines
09/11/2025
Dalet today announced a transformative leap forward for media operations: Agentic Artificial Intelligence (AI) that unifies the Dalet ecosystem under one natura...
22/10/2025
MELVILLE, N.Y. Chyron has released PAINT 10.2, the latest update for its telestration platform, adding support for SMPTE ST 2110 IP workflows, expanding brandin...
22/10/2025
WASHINGTON Run3TV today said NBCUniversal is joining as an investor in the ATSC 3.0 Framework Authority, which develops the Run3TV NextGen TV application platfo...
22/10/2025
ATLANTA swXtch.io will feature two new networking solutions extending the company's reach across more cloud and on-prem workflows at NAB Show New York, set ...
22/10/2025
The Warner Bros. Discoverys HBO Max streaming services has increased prices for all its streaming tiers effectively immediately for new customers. Existing cust...
22/10/2025
LOS ANGELES OpenDrives has signed a new distribution partnership deal with Versatile Distribution Services (VDS) to strengthen its channel and streamline how it...
22/10/2025
WASHINGTON, D.C The organizers of The 2025 NAB Show New York have announced that they are expecting more than 12,000 registered attendees from about 100 countr...
22/10/2025
Samora Pinderhughes Brings Immersive Sound to Berklee's Signature Series The artist and composer, who's worked with Herbie Hancock, Robert Glasper, Co...
22/10/2025
BMI Day at Berklee Celebrates Composer Fil Eisler and Awards Scholarship to Stud...
21/10/2025
NAB New York 2025: Although AES Show Is on Its Own, Audio Will Be a Major Part o...
21/10/2025
NAB New York 2025: Business of Broadcast and Media,' Future of Content'...
21/10/2025
SVG All-Stars: Ethan Folz, Senior Director, Digital Operations and Quality of Ex...
21/10/2025
NBA on NBC/Peacock: Livestream Offers Graphic Overlays, Predictive Gaming, Ancil...
21/10/2025
NBA on NBC/Peacock: At the Front Bench With Producer Frank DiGraci and Director ...
21/10/2025
NBA on NBC/Peacock: NBC Sports, NEP Build Ultra-Flexible Production Plan That Se...
21/10/2025
Indigenous storytelling has been at the heart of the work of the Sundance Instit...
21/10/2025
Top L-R: Mysterious Skin, American Dream Second Row L-R: Little Miss Sunshine, D...
21/10/2025
Last week, Spotify and Columbia Records transformed Pier 4 at the Brooklyn Army ...
21/10/2025
SBS Learn's Dharug Ngurra resource empowers classrooms to meaningfully celeb...
21/10/2025
As global operators simplify and evolve their digital platforms, NPS improvement...
21/10/2025
Critical Design Review completion is a key milestone on the path toward Wideband Global Satellite Communications certification for the network in 2026, opening ...
21/10/2025
New Australian undersea training range to implement and improve warfighting tactics, proficiency and safety; enable joint/allied training that contributes to pr...
21/10/2025
eds3_5_jq(document).ready(function($) { $(#eds_sliderM519).chameleonSlider_2_1({...
21/10/2025
September, the beginning of autumn, brought an expected revival to the TV market, largely due to the new fall TV schedules. The time spent in front of the TV sc...
21/10/2025
Broadcast Booms with 20% Uptick vs. August, Achieving Largest Monthly
Increase ...
21/10/2025
During September, streaming's share of TV viewing in Mexico settled at 24.5%, a marginal shift of -0.5 share points from the previous month.
Disclaimer: YU...
21/10/2025
RENNES, France BBright and GlobalM have conducted a technical trial validating Ultra HD interoperability across the entire contribution chain in the cloud, achi...
21/10/2025
Kokusai Denki Electric America will mark the U.S. debut of a new 4K camera at the 2025 NAB New York, Oct. 22-23. Now available, the Z-HD6500-S1 UHD/HD productio...
21/10/2025
Triveni Digital, a trusted leader in ATSC 1.0 and 3.0 service delivery, data broadcasting, and quality assurance solutions, will showcase its entire NEXTGEN TV ...
21/10/2025
Radio Azzurra FM, longest-running radio station in the province of Novara, northwest Italy, has invested in an DHD SX2 audio routing and mixing console for inte...
21/10/2025
Globecast, the leading provider of broadcast, media and entertainment managed services, has announced the appointment of G Morgan as Executive Vice President of...
21/10/2025
Visual Data announces the appointment of Maz Al-Jumaili as Senior Vice President, Worldwide Localization, to advance client engagement, strategic partnerships, ...
21/10/2025
As Amazon's Prime Video prepares to launch its coverage of NBA basketball under a major new deal, Grup Mediapro has announced that it is working with the st...
21/10/2025
ATLANTA Good news for consumers using an Atlanta DTH receiver to watch ATSC 3.0: with a new software update, they will be able to blanket their homes with Wi-Fi...
21/10/2025
While recent news has been heavily focused on Hispanic migration into the U.S., The 2025 Hispanic Market Report from Claritas highlights the fact that this gr...
21/10/2025
MAIDENHEAD, UK RWS has hired Michael Wayne as its head of media and entertainment in Los Angeles where he will lead the company's media localization busines...
21/10/2025
Imagine Communications and Rohde & Schwarz today announced a definitive agreement under which Imagine will acquire Pixel Power Limited, a wholly owned subsidiar...
21/10/2025
Atlanta DTH (ADTH) today announced a major update that will expand the functionality of its NEXTGEN TV receiver by enabling gateway capabilities allowing viewer...
21/10/2025
Heartland Video Systems, Inc. (HVS), a premier video systems integration, consulting, and expert ATSC 3.0 implementation firm announces that it has partnered wi...
21/10/2025
QuickLink, the leading provider of award-winning video production and remote guest integration solutions, today announced the appointment of Austin Hinton as it...
21/10/2025
nternet connectivity startup Miri Technologies Inc. will use this week's NAB Show New York as the launch pad for its latest ground-breaking innovation, the ...
21/10/2025
Coastal communities in the U.S. have a 26% chance of flooding within a 30-year period. This percentage is expected to increase due to climate-change-driven sea-...
21/10/2025
In today's evolving media landscape, audience measurement isn't one-size-fits-all. With multiple measurement providers now available, networks need the ...
21/10/2025
21 Oct 2025
VEON's Beeline Kazakhstan to Acquire Online Classifieds Busines...
21/10/2025
October 21st, 2025
Tribeca Films to Release Independent Comedy Serious People...
21/10/2025
Synthogy is excited to announce the launch of Ivory 3 LE Uprights - Modern & Vintage, the latest addition to our game-changing Ivory 3 platform. This Legacy Ed...
21/10/2025
Series from Sony Music Vision Features Exclusive Performances From Legendary Bas...
21/10/2025
Tuesday 21 October 2025
Current slide, 0 0, undefined1
0
Download assets
Buying a home ranks above becoming a parent as a key rite of passage into adulthood...
21/10/2025
Back to All News
Netflix Unveils Monster Mash in Trailer of Troll 2' - the...
21/10/2025
Back to All News
For the Fans! Netflix Goes Golden Forging Unprecedented KPop ...