Literature DB >> 26738058

Collecting a citizen's digital footprint for health data mining.

Oguzhan Gencoglu, Heidi Simila, Harri Honko, Minna Isomursu.   

Abstract

This paper describes a case study for collecting digital footprint data for the purpose of health data mining. The case study involved 20 subjects residing in Finland who were instructed to collect data from registries which they evaluated to be useful for understanding their health or health behaviour, current or past. 11 subjects were active, sending 100 data requests to 49 distinct organizations in total. Our results indicate that there are still practical challenges in collecting actionable digital footprint data. Our subjects received a total of 75 replies (reply rate of 75.0%) and 61 datasets (reception rate of 61%). Out of the received data, 44 datasets (72.1%) were delivered in paper format, 4 (6.6%) in portable document format and 13 (21.3%) in structured digital form. The time duration between the sending of the information requests and reception of a reply was 26.4 days on the average.

Mesh:

Year:  2015        PMID: 26738058     DOI: 10.1109/EMBC.2015.7320158

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  3 in total

1.  Predicting verbal reasoning from virtual community membership in a sample of Russian young adults.

Authors:  Pavel Kiselev; Valeriya Matsuta; Artem Feshchenko; Irina Bogdanovskaya; Boris Kiselev
Journal:  Heliyon       Date:  2022-06-09

2.  Feasibility of digital footprint data for health analytics and services: an explorative pilot study.

Authors:  Marja Harjumaa; Saila Saraniemi; Saara Pekkarinen; Minna Lappi; Heidi Similä; Minna Isomursu
Journal:  BMC Med Inform Decis Mak       Date:  2016-11-09       Impact factor: 2.796

3.  Monitoring Twitter Conversations for Targeted Recruitment in Cancer Trials in Los Angeles County: Protocol for a Mixed-Methods Pilot Study.

Authors:  Katja Reuter; Praveen Angyan; NamQuyen Le; Alicia MacLennan; Sarah Cole; Ricky N Bluthenthal; Christianne J Lane; Anthony B El-Khoueiry; Thomas A Buchanan
Journal:  JMIR Res Protoc       Date:  2018-09-25
  3 in total

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