Table 3 Ethical themes
From: The Ethics of Big Data: Current and Foreseeable Issues in Biomedical Contexts
Reference | In-depth | Biomedical | General | Informed consent | Privacy | Anony-misation | Data protection | Owner-ship | Episte-mology | Power | Digital divide | Article type | Empirical |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Andrejevic (2014) | X | X | X | X | X | X | Research | X | |||||
Bail (2014) | X | X | Research | ||||||||||
van den Berg and van der Hof (2012) | X | X | X | Research | |||||||||
Berry (2011) | X | X | X | Research | |||||||||
Bonilla (2014) | X | X | X | X | X | Research | |||||||
Booch (2014) | X | X | X | Commentary | |||||||||
Bowker (2013) | X | X | Commentary | ||||||||||
Bowker (2014) | X | X | Commentary | ||||||||||
Boyd and Crawford (2012) | X | X | X | X | X | X | X | X | X | X | Research | ||
Busch (2014) | X | X | X | Research | |||||||||
Callebaut (2012) | X | X | Research | ||||||||||
Cheng et al. (2013) | X | X | X | Research | |||||||||
Choudhury et al. (2014) | X | X | X | X | X | X | X | Research | |||||
Clayton (2005) | X | X | X | X | Research | ||||||||
Coll (2014) | X | X | X | X | X | X | Research | ||||||
Costa (2014) | X | X | X | X | Research | ||||||||
Craig (2011) | X | X | X | X | X | Commentary | |||||||
Crawford et al. (2014) | X | X | X | X | X | Research | |||||||
Crawford (2013) | X | X | Commentary | ||||||||||
Currie (2013) | X | X | X | Research | |||||||||
Davis (2012) | X | X | X | X | Commentary | ||||||||
Dereli et al. (2014) | X | Commentary | |||||||||||
Docherty (2014) | X | X | X | Commentary | |||||||||
Fairfield and Shtein (2014) | X | X | X | X | X | X | X | X | Research | ||||
Fan and Bifet (2013) | X | X | Commentary | ||||||||||
Floridi (2012) | X | X | Commentary | ||||||||||
Goodman (2014) | X | X | Commentary | ||||||||||
Hansson (2009) | X | X | X | X | X | Research | |||||||
Hayden (2012) | X | X | X | Commentary | |||||||||
Higuchi (2013) | X | X | X | Commentary | |||||||||
Hoffman and Podgurski (2013) | X | X | Research | ||||||||||
Ioannidis (2013) | X | X | X | Commentary | |||||||||
Joly et al. (2012) | X | X | X | Research | |||||||||
Krotoski (2012) | X | X | X | Commentary | |||||||||
Larson (2013) | X | X | X | Commentary | |||||||||
Lazer et al. (2009) | X | X | X | Commentary | |||||||||
Lewis et al. (2012) | X | Research | |||||||||||
Liyanage et al. (2014) | X | X | X | X | Research | ||||||||
Lomborg and Bechmann (2014) | X | X | X | X | X | X | Research | ||||||
Lupton (2014) | X | X | X | X | x | X | Research | X | |||||
Lynch (2008) | X | X | Commentary | ||||||||||
Mahajan et al. (2012) | X | X | X | Research | |||||||||
Majumder (2005) | X | X | X | X | X | Research | |||||||
Markowetz et al. (2014) | X | X | X | Research | |||||||||
Master et al. (2014) | X | X | Research | X | |||||||||
Mathaiyan et al. (2013) | X | X | X | Research | |||||||||
McGuire et al. (2012) | X | X | X | X | X | Research | X | ||||||
McGuire et al. (2008) | X | X | X | X | Commentary | ||||||||
McNeely and Hahm (2014) | X | X | X | X | X | X | Research | ||||||
Mello et al. (2013) | X | X | X | X | Research | ||||||||
Nunan and Di Domenico (2013) | X | X | X | X | X | X | Research | ||||||
Oboler et al. (2012b) | X | X | X | Research | |||||||||
Prainsack and Buyx (2013) | X | X | X | X | X | X | Research | ||||||
Puschmann and Burgess (2014) | X | X | X | X | X | Research | |||||||
Richards and King (2013) | X | X | X | X | X | Research | |||||||
Rothstein and Shoben (2013) | X | X | X | Commentary | |||||||||
Safran et al. (2006) | X | X | X | X | X | X | Research | X | |||||
Schadt (2012) | X | X | X | X | X | Commentary | |||||||
Schroeder (2014) | X | X | X | X | X | X | X | Research | |||||
Schroeder and Cowls (2014) | X | X | X | X | X | Commentary | |||||||
Shilton (2012) | X | X | X | X | X | X | X | Research | |||||
Slashinski et al. (2012) | X | X | Research | X | |||||||||
Steinsbekk et al. (2013) | X | X | X | Research | X | ||||||||
Tene and Polonetsky (2013) | X | X | X | X | X | X | X | X | Research | ||||
Terry (2012) | X | X | X | X | X | X | X | X | Research | ||||
Terry (2014) | X | X | X | X | Commentary | ||||||||
The NIH HMP Working Group et al. (2009) | X | X | Research | ||||||||||
Watson et al. (2010) | X | X | X | X | X | Commentary | |||||||
Total | 23 | 36 | 31 | 34 | 44 | 20 | 14 | 12 | 14 | 22 | 22 | N/A | 7 |