Changing Mobility Lifestyle: A Case Study on the Impact of COVID-19 Using Personal Google Locations Data

被引:7
作者
Paszto, Vit [1 ,2 ]
Burian, Jaroslav [1 ,3 ]
Macku, Karel [1 ]
机构
[1] Palacky Univ, Dept Geoinformat, Olomouc, Czech Republic
[2] Moravian Business Coll Olomouc, Dept Comp Sci & Math, Olomouc, Czech Republic
[3] Moravian Business Coll Olomouc, Olomouc, Czech Republic
关键词
Behavior Changes; COVID-19; Czechia; GIS; Google Locations; Mobility; Spatial Analyses; TWITTER; PRAGUE;
D O I
10.4018/IJEPR.20210401.oa6
中图分类号
TU98 [区域规划、城乡规划];
学科分类号
0814 ; 082803 ; 0833 ;
摘要
The article is focused on a detailed micro-study describing changes in the behaviour of the authors in three months before and during the COVID-19 pandemic. The study is based on data from Google Location Service. Despite the fact it evaluates only three people and the study cannot be sufficiently representative, it is a unique example of possible data processing at such a level of accuracy. The most significant changes in the behaviour of authors before and during the COVID-19 quarantine are described and interpreted in detail. Another purpose of the article is to point out the possibilities of analytical processing of Google Location while being aware of personal data protection issues. The authors recognize that by visualizing the real motion data, one partially discloses their privacy, but one considers it very valuable to show how detailed data Google collects about the population and how such data can be used effectively.
引用
收藏
页码:66 / 79
页数:14
相关论文
共 50 条
  • [31] Predicting COVID-19 Incidence Using Anosmia and Other COVID-19 Symptomatology: Preliminary Analysis Using Google and Twitter
    Panuganti, Bharat A.
    Jafari, Aria
    MacDonald, Bridget
    DeConde, Adam S.
    OTOLARYNGOLOGY-HEAD AND NECK SURGERY, 2020, 163 (03) : 491 - 497
  • [32] Forecasting Daily COVID-19 Case Counts Using Aggregate Mobility Statistics
    Boru, Bulut
    Gursoy, M. Emre
    DATA, 2022, 7 (11)
  • [33] A data visualization interactive exploration of human mobility data during the COVID-19 outbreak: a case study
    Ribeiro, Miguel
    Nisi, Valentina
    Prandi, Catia
    Nunes, Nuno
    2020 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), 2020, : 998 - 1003
  • [34] Understanding mobility change in response to COVID-19: A Los Angeles case study
    Lu, Yougeng
    Giuliano, Genevieve
    TRAVEL BEHAVIOUR AND SOCIETY, 2023, 31 : 189 - 201
  • [35] The Impact of Mobility Restriction Strategies in the Control of the COVID-19 Pandemic: Modelling the Relation between COVID-19 Health and Community Mobility Data
    Al Wahaibi, Adil
    Al Maani, Amal
    Alyaquobi, Fatma
    Al Manji, Abdullah
    Al Harthy, Khalid
    Al Rawahi, Bader
    Alqayoudhi, Abdullah
    Al Khalili, Sulien
    Al-Jardani, Amina
    Al-Abri, Seif
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 18 (19)
  • [36] The Impact of COVID-19 on Relative Changes in Aggregated Mobility Using Mobile-phone Data
    Heiler, Georg
    Hanbury, Allan
    Filzmoser, Peter
    AUSTRIAN JOURNAL OF STATISTICS, 2023, 52 (04) : 163 - 179
  • [37] Google Mobility Data as a Predictor for Tourism in Romania during the COVID-19 Pandemic-A Structural Equation Modeling Approach for Big Data
    Nagy, Benedek
    Gabor, Manuela Rozalia
    Bacos, Ioan Bogdan
    ELECTRONICS, 2022, 11 (15)
  • [38] THE IMPACT OF COVID-19 ON ORGANIZATION: A CASE STUDY FROM THE IT AREA ON CHANGING CULTURE PERCEPTIONS IN ORGANIZATION
    Petrova, Katerina
    Konecna, Zdenka
    Hornungova, Jana
    JOURNAL OF EASTERN EUROPEAN AND CENTRAL ASIAN RESEARCH, 2023, 10 (02): : 152 - 163
  • [39] Persistent impact of COVID-19 pandemic on mobility behavior of paratransit users, montreal case study
    Garnier, Camille
    Trepanier, Martin
    Morency, Catherine
    JOURNAL OF TRANSPORT & HEALTH, 2024, 35
  • [40] Impact of mobility on COVID-19 spread - A time series analysis
    Zargari, Faraz
    Aminpour, Nima
    Ahmadian, Mohammad Amir
    Samimi, Amir
    Saidi, Saeid
    TRANSPORTATION RESEARCH INTERDISCIPLINARY PERSPECTIVES, 2022, 13