Gender gap for mobile access may widen with COVID-19

Rising mobile phone use has helped advance multiple development goals

2018 ◽  
Author(s):  
Masoomali Fatehkia ◽  
Ridhi Kashyap ◽  
Ingmar Weber

Gender equality in access to the internet and mobile phones has become increasingly recognised as a development goal. Monitoring progress towards this goal however is challenging due to the limited availability of gender-disaggregated data, particularly in low-income countries. In this data sparse context, we examine the potential of a source of digital trace `big data' -- Facebook's advertisement audience estimates -- that provides aggregate data on Facebook users by demographic characteristics covering the platform's over 2 billion users to measure and `nowcast' digital gender gaps. We generate a unique country-level dataset combining `online' indicators of Facebook users by gender, age and device type, `offline' indicators related to a country's overall development and gender gaps, and official data on gender gaps in internet and mobile access where available. Using this dataset, we predict internet and mobile phone gender gaps from official data using online indicators, as well as online and offline indicators. We find that the online Facebook gender gap indicators are highly correlated with official statistics on internet and mobile phone gender gaps. For internet gender gaps, models using Facebook data do better than those using offline indicators alone. Models combining online and offline variables however have the highest predictive power. Our approach demonstrates the feasibility of using Facebook data for real-time tracking of digital gender gaps. It enables us to improve geographical coverage for an important development indicator, with the biggest gains made for low-income countries for which existing data are most limited.


2008 ◽  
Author(s):  
Joël Billieux ◽  
Martial Van Der Linden ◽  
Lucien Rochat

2021 ◽  
Vol 23 ◽  
pp. 100317
Author(s):  
Albert Machistey Abane ◽  
Simon Mariwah ◽  
Samuel Asiedu Owusu ◽  
Adetayo Kasim ◽  
Elsbeth Robson ◽  
...  

Author(s):  
Samantha Guzman-Sarmiento ◽  
Jhonavid Mendoza-Carmona ◽  
Jessica Meza-Martinez ◽  
Sonia H. Contreras-Ortiz

Author(s):  
Trey Roady ◽  
Kyle Wilson ◽  
Jonny Kuo ◽  
Michael G. Lenné

Objective Research shows frequent mobile phone use in vehicles but says little regarding how drivers hold their phone. This knowledge would inform countermeasures and benefit law enforcement in detecting phone use. Methods 934 participants were surveyed over phone-use prevalence, handedness, traffic-direction, and where they held their device. Results The majority (66%) reported using their phone while driving. Younger drivers were more likely to use their device. Of device-users, 67% preferred their passenger-side hand, 25% driver-side, and 8% both. Height- wise: 22% held in-lap, 52% even with the wheel, and 22% at wheel-top. Older drivers were more likely to hold the phone in the highest position The three most popular combinations were passenger-middle (35%), passenger-low (19%), and passenger-high (13.9%). There was insufficient evidence of differences based on handedness, prevalence, or traffic-direction. Conclusion Driver-preferred attention regions often require substantial neck flexion and eye-movement, which facilitates distraction detection. However, behavior may change in response to future interventions.


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