- Jul 2024
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egusphere.copernicus.org egusphere.copernicus.org
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for - social tipping point - 2023 paper - paper details
paper details - title: The Pareto effect in tipping social networks: from minority to majority - author - Jordan Everall - Jonathan. F Donges - Ilona. M. Otto - Preprint date - 20 Nov 2023 - Publication - EGUsphere Preprint Repository
summary - This is a recent 2023 paper that summarizes social tipping point research for fields of interest to me, such as climate change. - I'm reading, looking for any real world experimental validation of social tipping point in climate change - I didn't find any but still interesting
from - search - google - research on complex contagion refutes the 25% social tipping point threshold - https://www.google.com/search?q=research+on+complex+contagion+refutes+the+25%25+social+tipping+point+threshold&oq=research+on+complex+contagion+refutes+the+25%25+social+tipping+point+threshold&gs_lcrp=EgZjaHJvbWUyBggAEEUYOTIGCAEQRRhA0gEJMjAyOTRqMGo3qAIAsAIA&sourceid=chrome&ie=UTF-8 - search results returned of interest - The Pareto effect in tipping social networks: from minority to ... - https://egusphere.copernicus.org/preprints/2023/egusphere-2023-2241/
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- Feb 2024
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ukdataservice.ac.uk ukdataservice.ac.uk
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seriss.eu seriss.eu
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Synergies for Europe's Research Infrastructures in the Social Sciences (SERISS)
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- Mar 2023
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meld.web.ox.ac.uk meld.web.ox.ac.ukOverview1
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- Jan 2023
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arxiv.org arxiv.org
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- Dec 2022
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pressbooks.rampages.us pressbooks.rampages.us
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https://pressbooks.rampages.us/msw-research/
Note taking section, particularly here: https://pressbooks.rampages.us/msw-research/chapter/5-writing-your-literature-review/#chapter-285-section-2
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zephoria.medium.com zephoria.medium.com
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- Nov 2022
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www.theatlantic.com www.theatlantic.com
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As part of the Election Integrity Partnership, my team at the Stanford Internet Observatory studies online rumors, and how they spread across the internet in real time.
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- Oct 2022
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www.convivium.ca www.convivium.ca
- Aug 2022
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Atari, M., Reimer, N. K., Graham, J., Hoover, J., Kennedy, B., Davani, A. M., Karimi-Malekabadi, F., Birjandi, S., & Dehghani, M. (2021). Pathogens Are Linked to Human Moral Systems Across Time and Space. PsyArXiv. https://doi.org/10.31234/osf.io/tnyh9
Tags
- psychiatry
- pathogen
- moral code
- moral foundation theory
- research
- adaptive moral system
- culture
- cultural psychology
- evolution
- morality
- care
- moral behavior
- Pathogen Avoidance
- lang:en
- social and behavioral science
- cultural difference
- cross-cultural psychology
- social and personality psycholgy
- purity
- is:preprint
- COVID-19
- behavioral science
- linguistics
- loyalty
- US
- infectious diseases
- computational linguistics
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Holford, D. L., Juanchich, M., & Sirota, M. (2021). Ambiguity and unintended inferences about risk messages for COVID - 19. PsyArXiv. https://doi.org/10.31234/osf.io/w5rd6
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Bor, A., Jørgensen, F. J., & Petersen, M. B. (2021). The COVID-19 Pandemic Eroded System Support But Not Social Solidarity. PsyArXiv. https://doi.org/10.31234/osf.io/qjmct
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psyarxiv.com psyarxiv.com
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Jørgensen, F. J., Nielsen, L. H., & Petersen, M. B. (2021). Willingness to Take the Booster Vaccine in a Nationally Representative Sample of Danes. PsyArXiv. https://doi.org/10.31234/osf.io/wurz8
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psyarxiv.com psyarxiv.com
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Desai, S. C., & Reimers, S. (2022). Does explaining the origins of misinformation improve the effectiveness of a given correction? PsyArXiv. https://doi.org/10.31234/osf.io/fxkzc
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Seaman, K. L., Christensen, A. P., Senn, K., Cooper, J., & Cassidy, B. S. (2022). Age Differences in the Social Associative Learning of Trust Information. PsyArXiv. https://doi.org/10.31234/osf.io/b38rd
Tags
- cognitive psychology
- trust
- social associative learning
- social psychology
- working memory
- research
- learning
- decision making
- trust information
- lang:en
- social processing
- social cue
- social science
- judgement
- personality psychology
- is:preprint
- fMRI
- aging
- developmental psychology
- behavioral science
- social cognition
- age difference
Annotators
URL
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- May 2022
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www.myexperiment.org www.myexperiment.org
- Apr 2022
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twitter.com twitter.com
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ReconfigBehSci. (2020, November 25). @ToddHorowitz3 @sciam do you mean the specific article is bad, or the wider claim/argument? Because as someone who does research on collective intelligence, I’d say there is some reason to believe it is true that there can be “too much” communication in science. See e.g. The work of Kevin Zollman [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1331672900550725634
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twitter.com twitter.com
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ReconfigBehSci on Twitter: ‘Now #scibeh2020: Pat Healey from QMU, Univ. Of London speaking about (online) interaction and miscommunication in our session on “Managing Online Research Discourse” https://t.co/Gsr66BRGcJ’ / Twitter. (n.d.). Retrieved 6 March 2021, from https://twitter.com/SciBeh/status/1326155809437446144
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twitter.com twitter.com
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ReconfigBehSci. (2020, November 10). Now #scibeh2020: Presentation and Q&A with Martha Scherzer, senior risk communication and community engagement (RCCE) Consultant at the World Health Organization https://t.co/Gsr66BRGcJ [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1326148149870809089
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www.bibsonomy.org www.bibsonomy.org
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twitter.com twitter.com
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Virpi Flyg on Twitter. (n.d.). Twitter. Retrieved 1 April 2022, from https://twitter.com/VirpiFlyg/status/1452995562224201736
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twitter.com twitter.com
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Health Nerd. (2021, August 29). Fascinating stuff, a whole thread of people saying weird shit about me (and a poem that I’ve said many times was idiotic in hindsight) [Tweet]. @GidMK. https://twitter.com/GidMK/status/1431828103416877058
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- Feb 2022
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psyarxiv.com psyarxiv.com
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Inasaridze, K. (2022). COVID-19-related symptoms’ assessment tool. PsyArXiv. https://doi.org/10.31234/osf.io/wf8rv
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www.cbc.ca www.cbc.ca
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News ·, A. M. · C. (2022, January 15). Canadian COVID-19 vaccine study seized on by anti-vaxxers—Highlighting dangers of early research in pandemic | CBC News. CBC. https://www.cbc.ca/news/health/covid-19-vaccine-study-omicron-anti-vaxxers-1.6315890
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medicalxpress.com medicalxpress.com
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Michaud, M., & Center, U. of R. M. (n.d.). Trust in science at root of vaccine acceptance. Retrieved February 8, 2022, from https://medicalxpress.com/news/2022-01-science-root-vaccine.html
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- Jan 2022
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www.theatlantic.com www.theatlantic.com
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Bartlett, T. (2021, August 12). The Vaccine Scientist Spreading Vaccine Misinformation. The Atlantic. https://www.theatlantic.com/science/archive/2021/08/robert-malone-vaccine-inventor-vaccine-skeptic/619734/
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mitsloan.mit.edu mitsloan.mit.edu
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Study: Digital literacy doesn’t stop the spread of misinformation. (n.d.). MIT Sloan. Retrieved January 12, 2022, from https://mitsloan.mit.edu/ideas-made-to-matter/study-digital-literacy-doesnt-stop-spread-misinformation
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www.theguardian.com www.theguardian.com
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Geddes, L., & correspondent, L. G. S. (2022, January 11). Covid loses 90% of ability to infect within five minutes in air – study. The Guardian. https://www.theguardian.com/world/2022/jan/11/covid-loses-90-of-ability-to-infect-within-five-minutes-in-air-study
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- Dec 2021
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scitechdaily.com scitechdaily.com
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Zewe, A., & Technology, M. I. of. (2021, December 19). MIT Scientists Find Clues to Why Fake News Snowballs on Social Media. SciTechDaily. https://scitechdaily.com/mit-scientists-find-clues-to-why-fake-news-snowballs-on-social-media/
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www.frontiersin.org www.frontiersin.org
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Courtney, D. S., & Bliuc, A.-M. (2021). Antecedents of Vaccine Hesitancy in WEIRD and East Asian Contexts. Frontiers in Psychology, 12, 5873. https://doi.org/10.3389/fpsyg.2021.747721
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theconversation.com theconversation.com
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Schmid, P., & Lewandowsky, S. (n.d.). Tackling COVID disinformation with empathy and conversation. The Conversation. Retrieved December 15, 2021, from http://theconversation.com/tackling-covid-disinformation-with-empathy-and-conversation-173013
Tags
- conversation
- empathy
- infodemic
- disinformation
- social distancing
- far-right
- research
- exposure
- compliance
- conspiracy theory
- risk
- Germany
- anti-vaccine
- critical thinking
- lang:en
- vaccine
- science
- is:webpage
- motivational interviewing
- communication
- misinformation
- scientific knowledge
- COVID-19
- social media
- COVID denial
Annotators
URL
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- Nov 2021
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www.theguardian.com www.theguardian.com
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Gregory, A., & editor, A. G. H. (2021, November 18). Mask-wearing cuts Covid incidence by 53%, says global study. The Guardian. https://www.theguardian.com/world/2021/nov/17/wearing-masks-single-most-effective-way-to-tackle-covid-study-finds
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psyarxiv.com psyarxiv.com
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Racine, N., Madigan, S., Cardinal, S., Hartwick, C., Leslie, M., Motz, M., & Pepler, D. (2021). Community-Based Research: Perspectives of Psychology Researchers and Community Partners. PsyArXiv. https://doi.org/10.31234/osf.io/cxrmt
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psyarxiv.com psyarxiv.com
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Adler, J. M., & Wang, K. (2021). Narrative identity among people with disabilities during the COVID-19 pandemic: The interdependent self. PsyArXiv. https://doi.org/10.31234/osf.io/6724x
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- Oct 2021
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psyarxiv.com psyarxiv.com
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Code, A., Fox, L., Asbury, K., & Toseeb, U. (2021). How did Autistic Children, and their Parents, Experience School Transition during the COVID-19 Pandemic? PsyArXiv. https://doi.org/10.31234/osf.io/8kzsn
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news.northwestern.edu news.northwestern.edu
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Is Facebook ‘Killing Us’? A new study investigates. (n.d.). Retrieved October 25, 2021, from https://news.northwestern.edu/stories/2021/07/is-facebook-killing-us-a-new-study-investigates/
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twitter.com twitter.com
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Matt Butler on Twitter: “The public’s verdict on SARS-CoV2, the virus causing Covid-19, and the importance this has in Hospitals. Firstly the majority of frontline staff and public surveyed agree #COVIDisAirborne. Yes echo chamber and all but this is the best I have till a big hitter does similar. /1 https://t.co/Yzg9y4NWSM” / Twitter. (n.d.). Retrieved October 10, 2021, from https://twitter.com/mjb302/status/1441580000508092416
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- Sep 2021
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tracydurnell.com tracydurnell.com
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Are women generally more interested in other social causes besides online surveillance and the negative cultural impacts of social media companies?
Most of the advanced researchers I seen on these topics are almost all women: Safiya Umoja Noble, Meredith Broussard, Ruha Benjamin, Cathy O'Neil, Shoshana Zuboff, Joan Donovan, danah boyd,Tressie McMillan Cottom, to name but a few.
The tougher part is that they are all fighting against problems created primarily by privileged, cis-gender, white men.
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psyarxiv.com psyarxiv.com
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Tindle, R., Hemi, A., & Moustafa, A. (2021). Is Psychological Flexibility a Coping Mechanism? [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/ebw4g
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www.theguardian.com www.theguardian.com
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As a virologist I’m shocked my work has been hijacked by anti-vaxxers | David LV Bauer | The Guardian. (n.d.). Retrieved September 8, 2021, from https://www.theguardian.com/commentisfree/2021/sep/07/virologist-work-anti-vaxxers-covid
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www.nature.com www.nature.com
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Zuckerman, E. (2021). Demand five precepts to aid social-media watchdogs. Nature, 597(7874), 9–9. https://doi.org/10.1038/d41586-021-02341-9
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- Aug 2021
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psyarxiv.com psyarxiv.com
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Saire, Josimar. E. Chire., & Masuyama, A. (2021). How Japanese citizens faced the COVID-19 pandemic?: Exploration from twitter [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/64x7s
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www.bmj.com www.bmj.com
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Iacobucci, G. (2021). Covid-19: Junior doctors write to young people to acknowledge vaccine concerns. BMJ, 374, n1963. https://doi.org/10.1136/bmj.n1963
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journals.sagepub.com journals.sagepub.com
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Sun, Q., Lu, J., Zhang, H., & Liu, Y. (2021). Social Distance Reduces the Biases of Overweighting Small Probabilities and Underweighting Large Probabilities. Personality and Social Psychology Bulletin, 47(8), 1309–1324. https://doi.org/10.1177/0146167220969051
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thebulletin.org thebulletin.org
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We’ve analyzed thousands of COVID-19 misinformation narratives. Here are six regional takeaways—Bulletin of the Atomic Scientists. (n.d.). Retrieved August 1, 2021, from https://thebulletin.org/2021/06/weve-analyzed-thousands-of-covid-19-misinformation-narratives-here-are-six-regional-takeaways/
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- Jul 2021
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psyarxiv.com psyarxiv.com
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Nan, X., Wang, Y., & Thier, K. (2021). Health Misinformation. PsyArXiv. https://doi.org/10.31234/osf.io/jt3ur
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www.theatlantic.com www.theatlantic.com
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The CDC Should Be More Like Wikipedia—The Atlantic. (n.d.). Retrieved July 23, 2021, from https://www.theatlantic.com/ideas/archive/2021/07/cdc-should-be-more-like-wikipedia/619469/
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Romero, P., Mikiya, Y., Nakatsuma, T., Fitz, S., & Koch, T. (2021). Modelling Personality Change During Extreme Exogenous Conditions. PsyArXiv. https://doi.org/10.31234/osf.io/rtmjw
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www.nature.com www.nature.com
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Baker, N., & Ball, P. (2021). Coronapod: Does England’s COVID strategy risk breeding deadly variants? Nature, d41586-021-01977–x. https://doi.org/10.1038/d41586-021-01977-x
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www.frontiersin.org www.frontiersin.org
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Woodford, L., & Bussey, L. (2021). Exploring the Perceived Impact of the COVID-19 Pandemic Social Distancing Measures on Athlete Wellbeing: A Qualitative Study Utilising Photo-Elicitation. Frontiers in Psychology, 12, 624023. https://doi.org/10.3389/fpsyg.2021.624023
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www.bibsonomy.org www.bibsonomy.org
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The easy way to manage scientific publications and bookmarks
BibSonomy helps you to manage your publications and bookmarks, to collaborate with your colleagues and to find new interesting material for your research.
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psyarxiv.com psyarxiv.com
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Bunker, C. J., & Varnum, M. E. W. (2021). How Strong is the Association Between Social Media Use and False Consensus? [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/eyjaq
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www.medrxiv.org www.medrxiv.org
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Hughes, B., Miller-Idriss, C., Piltch-Loeb, R., White, K., Creizis, M., Cain, C., & Savoia, E. (2021). Development of a Codebook of Online Anti-Vaccination Rhetoric to Manage COVID-19 Vaccine Misinformation [Preprint]. Public and Global Health. https://doi.org/10.1101/2021.03.23.21253727
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www.nature.com www.nature.com
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Buckee, C., Noor, A., & Sattenspiel, L. (2021). Thinking clearly about social aspects of infectious disease transmission. Nature. https://doi.org/10.1038/s41586-021-03694-x
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psyarxiv.com psyarxiv.com
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Markowitz, D. M., Song, H. (Jin), & Taylor, S. H. (2021). Tracing the Adoption and Effects of Open Science in Communication Research. PsyArXiv. https://doi.org/10.31234/osf.io/dsf67
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- Jun 2021
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www.straitstimes.com www.straitstimes.com
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Living normally, with Covid-19: Task force ministers on how S’pore is drawing road map for new normal, Opinion News & Top Stories—The Straits Times. (n.d.). Retrieved June 29, 2021, from https://www.straitstimes.com/opinion/living-normally-with-covid-19
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medium.com medium.com
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Jigsaw. (2021, March 17). Distraction Helps Misinformation Spread. Thinking About Accuracy Can Reduce it. Medium. https://medium.com/jigsaw/distraction-helps-misinformation-spread-thinking-about-accuracy-can-reduce-it-a4e5d8371a85
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psyarxiv.com psyarxiv.com
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Morrison, M., Merlo, K., & Woessner, Z. (2021). How to boost the impact of scientific conferences [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/895gt
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psyarxiv.com psyarxiv.com
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van Lange, P., & Rand, D. G. (2021). Human Cooperation and the Crises of Climate Change, COVID-19, and Misinformation [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/6tpa8
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psyarxiv.com psyarxiv.com
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Antico, L., & Corradi-Dell’Acqua, C. (2021). Far from the eyes, far from the heart. COVID-19 confinement dampened sensitivity to painful facial features. [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/ewvp7
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twitter.com twitter.com
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Professor, interested in plagues, and politics. Re-locking my twitter acct when is 70% fully vaccinated.
Example of a professor/research who has apparently made his Tweets public, but intends to re-lock them majority of threat is over.
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epjdatascience.springeropen.com epjdatascience.springeropen.com
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Baghal, T. A., Wenz, A., Sloan, L., & Jessop, C. (2021). Linking Twitter and survey data: Asymmetry in quantity and its impact. EPJ Data Science, 10(1), 1–20. https://doi.org/10.1140/epjds/s13688-021-00286-7
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- May 2021
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psyarxiv.com psyarxiv.com
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Agarwal, A. (2021). Adjusting the Drafter for COVID19: Re-designing our society’s understanding of misinformation. PsyArXiv. https://doi.org/10.31234/osf.io/ugk5v
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news.liverpool.ac.uk news.liverpool.ac.uk
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University to evaluate pilot events programme in Liverpool—University of Liverpool News. (2021, April 7). News. https://news.liverpool.ac.uk/2021/04/07/university-to-evaluate-pilot-events-programme-in-liverpool/
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www.nature.com www.nature.com
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Leeming, J. (2020). Careers and coronavirus: Sign up for expert advice straight to your inbox. Nature. https://doi.org/10.1038/d41586-020-01837-0
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Chang, H.-C. H., Chen, E., Zhang, M., Muric, G., & Ferrara, E. (2021). Social Bots and Social Media Manipulation in 2020: The Year in Review. ArXiv:2102.08436 [Cs]. http://arxiv.org/abs/2102.08436
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www.pnas.org www.pnas.org
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Conley, D., & Johnson, T. (2021). Opinion: Past is future for the era of COVID-19 research in the social sciences. Proceedings of the National Academy of Sciences, 118(13). https://doi.org/10.1073/pnas.2104155118
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- Apr 2021
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arxiv.org arxiv.org
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Yang, K.-C., Pierri, F., Hui, P.-M., Axelrod, D., Torres-Lugo, C., Bryden, J., & Menczer, F. (2020). The COVID-19 Infodemic: Twitter versus Facebook. ArXiv:2012.09353 [Cs]. http://arxiv.org/abs/2012.09353
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Swenson, A. (2021, April 20). Study lacks evidence on masks, isn’t linked to Stanford. AP NEWS. https://apnews.com/article/fact-checking-629043235973
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Białek, M., & Grossmann, I. (2021). Social bias insights concern judgments rather than real-world decisions. PsyArXiv. https://doi.org/10.31234/osf.io/y3h7n
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- Mar 2021
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blogs.bmj.com blogs.bmj.com
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You cannot practice public health without engaging in politics. (2021, March 29). The BMJ. https://blogs.bmj.com/bmj/2021/03/29/you-cannot-practice-public-health-without-engaging-in-politics/
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www.theatlantic.com www.theatlantic.com
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Matias has his own lab, the Citizens and Technology Lab at Cornell, dedicated to making digital technologies that serve the public and not just private companies.
[[J. Nathan Matias]] Citizens and Technology Lab
I recall having looked at some of this research and not thinking it was as strong as is indicated here. I also seem to recall he had a connection with Tristan Harris?
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psyarxiv.com psyarxiv.com
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Moehring, A. V., Collis, A., Garimella, K., Rahimian, M., Aral, S., & Eckles, D. (2021, February 8). Surfacing norms to increase vaccine acceptance. https://doi.org/10.31234/osf.io/srv6t
Tags
- mexico
- argentina
- vaccination
- research
- india
- social influence
- acceptance
- conformity
- poland
- japan
- lang:en
- bangladesh
- turkey
- descriptive norms
- malaysia
- COVID-19
- behavioral science
- nigeria
- vaccine hesitancy
- vietnam
- availability
- belief
- egypt
- france
- united kingdom
- pakistan
- united states
- indonesia
- colombia
- is:preprint
- romania
- philippines
- experiment
- brazil
- germany
- thailand
- italy
Annotators
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arxiv.org arxiv.org
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Kozlowski, Diego, Jennifer Dusdal, Jun Pang, and Andreas Zilian. ‘Semantic and Relational Spaces in Science of Science: Deep Learning Models for Article Vectorisation’. ArXiv:2011.02887 [Physics], 5 November 2020. http://arxiv.org/abs/2011.02887.
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www.theatlantic.com www.theatlantic.com
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Thompson, D. (2021, February 17). COVID-19 Cases Are Dropping Fast. Why? The Atlantic. https://www.theatlantic.com/ideas/archive/2021/02/why-covid-19-cases-are-falling-so-fast/618041/
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psyarxiv.com psyarxiv.com
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Dutra, N. B. (2020). Commentary on Apicella, Norenzayan & Henrich (2020): Who is going to run the global laboratory of the future? PsyArXiv. https://doi.org/10.31234/osf.io/4bw97
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rapidreviewscovid19.mitpress.mit.edu rapidreviewscovid19.mitpress.mit.edu
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Editorial Office · Rapid Reviews COVID-19. (n.d.). Rapid Reviews COVID-19. Retrieved 6 March 2021, from https://rapidreviewscovid19.mitpress.mit.edu/editors2
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statsepi.substack.com statsepi.substack.com
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PhD, D. D. (n.d.). Managing scientific discourse on Twitter. Retrieved 5 March 2021, from https://statsepi.substack.com/p/managing-scientific-discourse-on
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www.usatoday.com www.usatoday.com
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Sweden’s COVID death toll is unnerving due to herd immunity experiment. (n.d.). Retrieved March 4, 2021, from https://eu.usatoday.com/story/opinion/2020/07/21/coronavirus-swedish-herd-immunity-drove-up-death-toll-column/5472100002/
Tags
- statistics
- plot
- herd immunity
- social distancing
- research
- Sweden
- policy
- government
- modeling
- transmission
- lang:en
- is:blog
- mortality
- COVID-19
- pandemic
- WHO
Annotators
URL
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psyarxiv.com psyarxiv.com
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Abadi, D., Cabot, P.-L. H., Duyvendak, J. W., & Fischer, A. (2020). Socio-Economic or Emotional Predictors of Populist Attitudes across Europe [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/gtm65
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psyarxiv.com psyarxiv.com
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Airaksinen, J., Komulainen, K., Jokela, M., & Gluschkoff, K. (2021). Big Five personality traits and COVID-19 precautionary behaviors among older adults in Europe [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/rvbjf
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www.bmj.com www.bmj.com
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Abbasi, K. (2020). The curious case of the Danish mask study. BMJ, 371, m4586. https://doi.org/10.1136/bmj.m4586
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- Feb 2021
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psyarxiv.com psyarxiv.com
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Aczel, Balazs, Marton Kovacs, and Rink Hoekstra. ‘The Role of Human Fallibility in Psychological Research: A Survey of Mistakes in Data Management’. PsyArXiv, 5 November 2020. https://doi.org/10.31234/osf.io/xcykz.
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Estimating the impact of reopening schools on the reproduction number of SARS-CoV-2 in England, using weekly contact survey data. (2021, February 15). CMMID Repository. https://cmmid.github.io/topics/covid19/comix-schools.html
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Tepper, S., & Neil Lewis, J. (2021). When the Going Gets Tough, How Do We Perceive the Future? PsyArXiv. https://doi.org/10.31234/osf.io/pkaxn
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scientificinquiryinsocialwork.pressbooks.com scientificinquiryinsocialwork.pressbooks.com
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Action research also distinguishes itself from other research in that its purpose is to create change on an individual and community level. Kristin Esterberg puts it quite eloquently when she says, “At heart, all action researchers are concerned that research not simply contribute to knowledge but also lead to positive changes in people’s lives” (2002, p. 137).
Directional goal
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