Literature DB >> 26618206

Residential Mobility and Lung Cancer Risk: Data-Driven Exploration Using Internet Sources.

Hong-Jun Yoon1, Georgia Tourassi2, Songhua Xu.   

Abstract

Frequent relocation has been linked to health decline, particularly with respect to emotional and psychological wellbeing. In this paper we investigate whether there is an association between frequent relocation and lung cancer risk. For the initial investigation we used web crawling and tailored text mining to collect cancer and control subjects from online data sources. One data source includes online obituaries. The second data source includes augmented LinkedIn profiles. For each data source, the subjects' spatiotemporal history is reconstructed from the available information provided in the obituaries and from the education and work experience provided in the LinkedIn profiles. The study shows that lung cancer subjects have higher mobility frequency than the control group. This trend is consistent for both data sources.

Entities:  

Keywords:  Health data informatics; Lung cancer; Residential mobility; Social media

Year:  2015        PMID: 26618206      PMCID: PMC4662563          DOI: 10.1007/978-3-319-16268-3_60

Source DB:  PubMed          Journal:  Soc Comput Behav Cult Model Predict (2015)


  5 in total

1.  Residential radon and risk of lung cancer: a combined analysis of 7 North American case-control studies.

Authors:  Daniel Krewski; Jay H Lubin; Jan M Zielinski; Michael Alavanja; Vanessa S Catalan; R William Field; Judith B Klotz; Ernest G Létourneau; Charles F Lynch; Joseph I Lyon; Dale P Sandler; Janet B Schoenberg; Daniel J Steck; Jan A Stolwijk; Clarice Weinberg; Homer B Wilcox
Journal:  Epidemiology       Date:  2005-03       Impact factor: 4.822

Review 2.  Residential mobility in childhood and health outcomes: a systematic review.

Authors:  T Jelleyman; N Spencer
Journal:  J Epidemiol Community Health       Date:  2008-07       Impact factor: 3.710

3.  A user-oriented web crawler for selectively acquiring online content in e-health research.

Authors:  Songhua Xu; Hong-Jun Yoon; Georgia Tourassi
Journal:  Bioinformatics       Date:  2013-09-29       Impact factor: 6.937

4.  Toward a more realistic appraisal of the lung cancer risk from radon: the effects of residential mobility.

Authors:  K E Warner; D Mendez; P N Courant
Journal:  Am J Public Health       Date:  1996-09       Impact factor: 9.308

5.  Lifetime residential mobility history and self-rated health at midlife.

Authors:  Kuan-Chia Lin; Hui-Chuan Huang; Ya-Mei Bai; Pei-Chun Kuo
Journal:  J Epidemiol       Date:  2011-12-24       Impact factor: 3.211

  5 in total
  1 in total

1.  American Political-Party Affiliation as a Predictor of Usage of an Adultery Website.

Authors:  Kodi B Arfer; Jason J Jones
Journal:  Arch Sex Behav       Date:  2018-07-12
  1 in total

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