Notice
On May 12th a massive fire broke out at Marywilska 44, one of the Warsaw's largest shopping centers. This unexpected incident caused power outages in the surrounding area including the ICM data center where OpenAIRE services run. Efforts are underway to restore the power and to get services back online. Some functionalities will not work properly until then.
We apologize for any inconvenience this may have caused.
Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Developmentarrow_drop_down
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
Development
Article
Data sources: UnpayWall
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO; Development
Article . 2022 . 2024 . Peer-reviewed
License: Springer TDM
Data sources: ZENODO; Crossref
Development
Article . 2022
versions View all 4 versions
addClaim

This Research product is the result of merged Research products in OpenAIRE.

You have already added 0 works in your ORCID record related to the merged Research product.

The Fading Gloss of Data Science: Towards an Agenda that Faces the Challenges of Big Data for Development and Humanitarian Action

Authors: Miren, Gutierrez; John, Bryant;

The Fading Gloss of Data Science: Towards an Agenda that Faces the Challenges of Big Data for Development and Humanitarian Action

Abstract

Different UN and international agencies are busy trying to leverage big data to unlock its value for evidence-based decision-making in development and humanitarian action. But many vulnerable people are invisible to the data infrastructure, while just integrating their data without understanding the consequences can make them even more vulnerable. This article unpacks the challenges presented by data science for development and humanitarianismand also check that the section heading are correctly identified.

Related Organizations
Keywords

Algorithmic bias, Unplugged, Geography, Planning and Development, Sustainable development goals, Data infrastructure, Development, Humanitarianism

127 references, page 1 of 13

Abu Elyounes, Doaa. 2021. Why the Resignation of the Dutch Government Is a Good Reminder of How Important It Is to Monitor and Regulate Algorithms. Medium, Berkman Klein Center Collection edition. https://medium.com/berkman-klein-center/ why-the-resignation-of-the-dutch-government-is-a-good-remin der-of-how-important-it-is-to-monitor-2c599c1e0100.

Adeniran, Adedeji. 2021. Avoiding extremes in data governance: an Interview with Dr. Adedeji Adeniran of the Centre for the Study of the Economies of Africa. https://www.data4sdgs.org/news/ avoiding-extremes-data-governance-interview-dr-adedeji-adeni ran-centre-study-economies-africa.

Adenle, Ademola A., James D. Ford, John Morton, Stephen Twomlow, Keith Alverson, Andrea Cattaneo, Rafaello Cervigni, et al. 2017. Managing Climate Change Risks in Africa - A Global Perspective. Ecological Economics 141: 190-201. https://doi.org/10. 1016/j.ecolecon.2017.06.004.

Adger, W. Neil., Saleemul Huq, Katrina Brown, Declan Conway, and Mike Hulme. 2003. Adaptation to Climate Change in the Developing World. Progress in Development Studies 3 (3): 179-195.

AI Now Institute. 2018. Litigating Algorithms: Challenging Government Use of Algorithmic Decision Systems. New York University. https://ainowinstitute.org/litigatingalgorithms.pdf.

Alston, Philip. 2019. World Stumbling Zombie-like into a Digital Welfare Dystopia, Warns UN Human Rights Expert. https://www. ohchr.org/EN/NewsEvents/Pages/DisplayNews.aspx?NewsID= 25156.

Amnesty International. 2021. Mexico: Failings in Investigations of Feminicides in the State of Mexico Violate Women's Rights to Life, Physical Safety and Access to Justice. Amnesty International. https://www.amnesty.org/en/latest/news/2021/09/mexicofailings-investigations-feminicides-state-mexico-violate-womens-rights-life-physical-safety-access-justice/.

Andersen, Jonas Valbjørn, Aron Lindberg, Rikard Lindgren, and Lisen Selander. 2016. Algorithmic Agency in Information Systems: Research Opportunities for Data Analytics of Digital Traces. In Koloa. https://doi.org/10.1109/HICSS.2016.571.

Andrejevic, Mark. 2014. The Big Data Divide. International Journal of Communication 8: 1673-1689.

Awan, Nishat. 2016. Digital Narratives and Witnessing: The Ethics of Engaging with Places at a Distance. GeoHumanities 2 (2): 311-330.

  • BIP!
    Impact byBIP!
    citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
  • citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
    Powered byBIP!BIP!
Powered by OpenAIRE graph
Found an issue? Give us feedback
citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
bronze