
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
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
09/10/2026
September 10 2026, 06:00 (PDT) Dolby Expands Dolby OptiView Platform with New Capabilities at IBC 2026
New Sports Intelligence helps providers better unders...
07/10/2026
Dalet, a leading technology and service provider for media-rich organizations, today announced the latest Long-Term Supported (LTS) release of Dalet Flex. Build...
22/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
21/09/2026
Manifold Technologies, developer of software-defined, FPGA-accelerated infrastructure for live production, has named Ryhaan Williams as Chief Commercial Officer...
21/09/2026
Studio Network Solutions (SNS) has won Best Journal Article at the 2026 IAMT Impact Awards for What Video Editors Need When Everything Is Changing Around Them,...
21/09/2026
Major League Wrestling (MLW) has announced a streaming distribution agreement with Tubi for its weekly series MLW FUSION. Beginning September 17, new episodes w...
21/09/2026
Disney Entertainment has announced that Adam Smith has been named Chairman, Direct-to-Consumer, with responsibility for Disney and Hulu including product, engi...
21/09/2026
United Airlines and DISH have announced an agreement to bring live professional ...
21/09/2026
SES and JioStar have announced a multi-year agreement under which SES will provide satellite distribution services for JioStar's television channel portfoli...
21/09/2026
The Detroit Red Wings have announced details for their inaugural season on Detro...
21/09/2026
Manifold Technologies has appointed Ryhaan Williams as Chief Commercial Officer for North America, effective October 1, 2026. Based in Jacksonville, Florida, Wi...
21/09/2026
Angels Broadcast Television (ABTV), the local television home of the Los Angeles...
21/09/2026
The 2026 US Open Tennis Championships marked a year of change with respect to TV...
21/09/2026
Behind The Mic provides a roundup of recent news regarding on-air talent, includ...
21/09/2026
Drum-tuning app now available on Android
RT60 describe their iDrumTune app as the world's most advanced, accurate and intelligent system for assisting ...
21/09/2026
Innovative multiband auto-panner introduced
SoundGhost's latest plug-in takes an innovative approach to auto-panning, and divides incoming signals into ...
21/09/2026
We check out the M5 Max-equipped model The same, but different. The new Mac Studio models feature M5 Max and M5 Ultra silicon, dramatically improving the perf...
21/09/2026
From Graphic Novel to 30-Minute Animated Film: What I Learned Building an AI-Ass...
21/09/2026
Liam Hopkins Builds Recording Studio with Blackmagic Design
Brie Clayton September 20, 2026
0 Comments
Video complements audio production with music v...
21/09/2026
Indigenous screen organisations from Canada, Aotearoa New Zealand and Australia ...
21/09/2026
Physical AI is moving rapidly from research to large-scale deployment. By 2035, ABI Research projects an installed base of 49 million level 3-5 autonomous vehic...
21/09/2026
Today, Egypt's AI builders gathered in the Grand Egyptian Museum for a reception that highlighted the nation's rapidly growing AI ecosystem - spanning A...
21/09/2026
Every AI factory needs power and cooling that fit its computing architecture. As AI infrastructure expands, power, cooling, water, site and grid constraints are...
21/09/2026
RT celebrates Irish Sign Language Awareness Week 2026
Special programmes across RT television, radio and online, plus special initiatives
#ISL #IDSL #IWDP26...
21/09/2026
AI security is an engineering problem. That means defined security requirements,...
21/09/2026
Clean energy isn't hard to come by, but the pace of large-scale adoption has historically been slow due to bottlenecks - including out-of-date infrastructur...
20/09/2026
Piano-playing singer-songwriter competition returns for fourth year
Casio have officially revealed the list of 16 finalists who have earned their place in t...
20/09/2026
COW Jobs: Video Editor, Motion Designer - Remote, PT, 6 Months
Brie Clayton September 20, 2026
0 Comments
Video Editor + Motion Designer (Remote | PT ...
19/09/2026
Three new rackmount power conditioners introduced
Yorkville Sound have announce the upcoming launch of three new RPC rackmount power conditioners from ART P...
19/09/2026
September 15, 2026
AMSTERDAM, SEPTEMBER 2026 - Colorfront (colorfront.com), the Academy and Emmy Award-winning developer of high-performance cinema mastering, ...
19/09/2026
Two High-Profile Professional Sports Franchises Renew creative.space Contracts with DigitalGlue
NFL team and Major League Soccer Club cite ease of use, secure ...
19/09/2026
Limited Edition Audio releases VoxSplit Pro for overlapping dialogue separation ...
18/09/2026
IBC 2026 Tech Moves Beyond the Gloss and Into the Rack If you spent any time in the halls of the RAI this year, you noticed a clear shift in conversation. The c...
18/09/2026
In-venue and creative video staffers at the professional and collegiate level ha...
18/09/2026
Qvest has appointed Jens Miedek as Senior Vice President Sales, Media and Entertainment. Before joining Qvest, Miedek spent 16 years at Riedel Communications an...
18/09/2026
Fonn Group has acquired full ownership of everviz, a cloud-native platform for interactive charts, maps, and data-driven graphics, and will rebrand it as Teikna...
18/09/2026
Other World Computing (OWC) has announced the acquisition of OpenDrives, a provider of software-defined video and rich media storage management solutions. The a...
18/09/2026
Kaltura and Verimatrix have announced a partnership integrating Verimatrix's Digital Rights Management and security capabilities into Kaltura's Cloud TV...
18/09/2026
The sixth edition of the World Nomad Games combined traditional sports, large-scale cultural performances, and some decidedly modern broadcast technology. Held ...
18/09/2026
DAZN and Super League Basketball (SLB) have extended their partnership for the 2026-27 season. Every Championship, Cup, and Play-Off fixture will be available l...