- Last 7 days
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twitter.com twitter.com
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ReconfigBehSci on Twitter. (n.d.). Twitter. Retrieved 3 March 2021, from https://twitter.com/SciBeh/status/1351453660396605440
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twitter.com twitter.com
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ReconfigBehSci on Twitter. (n.d.). Twitter. Retrieved 3 March 2021, from https://twitter.com/SciBeh/status/1351454186811117568
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- Feb 2021
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psyarxiv.com psyarxiv.com
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Bedder, R., Vaghi, M., Dolan, R., & Rutledge, R. (2020). Risk taking for potential losses but not gains increases with time of day. PsyArXiv. https://doi.org/10.31234/osf.io/3qdnx
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www.tandfonline.com www.tandfonline.com
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Sherman, S. M., Smith, L. E., Sim, J., Amlôt, R., Cutts, M., Dasch, H., Rubin, G. J., & Sevdalis, N. (2020). COVID-19 vaccination intention in the UK: Results from the COVID-19 vaccination acceptability study (CoVAccS), a nationally representative cross-sectional survey. Human Vaccines & Immunotherapeutics, 0(0), 1–10. https://doi.org/10.1080/21645515.2020.1846397
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rs-delve.github.io rs-delve.github.io
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Initiative, T. D. (2020). SARS-CoV-2 Vaccine Development & Implementation; Scenarios, Options, Key Decisions. https://rs-delve.github.io/reports/2020/10/01/covid19-vaccination-report.html
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www.sciencedirect.com www.sciencedirect.com
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Downs, J. S., de Bruin, W. B., & Fischhoff, B. (2008). Parents’ vaccination comprehension and decisions. Vaccine, 26(12), 1595–1607. https://doi.org/10.1016/j.vaccine.2008.01.011
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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Reiter, P. L., McRee, A.-L., Pepper, J. K., & Brewer, N. T. (2012). Default Policies and Parents’ Consent for School-Located HPV Vaccination. Journal of Behavioral Medicine, 35(6), 651–657. https://doi.org/10.1007/s10865-012-9397-1
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But so far everything brought up has just been about the relative advantages of checked exceptions, and that issue is closed. We won't do it.
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github.com github.com
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While Trailblazer offers you abstraction layers for all aspects of Ruby On Rails, it does not missionize you. Wherever you want, you may fall back to the "Rails Way" with fat models, monolithic controllers, global helpers, etc. This is not a bad thing, but allows you to step-wise introduce Trailblazer's encapsulation in your app without having to rewrite it.
Tags
- freedom of user to override specific decision of an authority/vendor (software)
- rails: the Rails way
- allowing developer/user to pick and choose which pieces to use (allowing use with competing libraries; not being too opinionated; not forcing recommended way on you)
- Trailblazer
- focus on what it should do, not on how it should do it (implementation details; software design)
- leaving the details of implementation/integration up to you
- newer/better ways of doing things
- making changes / switching/migrating gradually/incrementally/step-wise/iteratively
- abstractions
- focus on concepts/design/structure instead of specific/concrete technology/implementation
Annotators
URL
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www.imperial.ac.uk www.imperial.ac.uk
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Imperial News. “Staff ‘need Clearer Guidance’ as COVID Overwhelms ICUs | Imperial News | Imperial College London.” Accessed February 19, 2021. https://www.imperial.ac.uk/news/212833/staff-need-clearer-guidance-covid-overwhelms/.
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psyarxiv.com psyarxiv.com
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Newall, P. W. S., Walasek, L., & Ludvig, E. A. (2020, November 11). Risk communication improvements for gambling: House-edge information and volatility statements. https://doi.org/10.1037/adb0000695
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content.iospress.com content.iospress.com
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Kaiser, K. A., Chodacki, J., Habermann, T., Kemp, J., Paglione, L., Urberg, M., & Scott Plutchak, T. (2020). Metadata: The accelerant we need. Information Services & Use, 40(3), 181–191. https://doi.org/10.3233/ISU-200094
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www.bmj.com www.bmj.com
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Increasing the impact of health research through co-production of knowledge | The BMJ. (n.d.). Retrieved 16 February 2021, from https://www.bmj.com/co-producing-knowledge?utm_source=twitter&utm_medium=social&utm_term=hootsuite&utm_content=sme&utm_campaign=usage
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psyarxiv.com psyarxiv.com
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Byrne, K. A., Six, S. G., Ghaiumy Anaraky, R., Harris, M. W., & Winterlind, E. L. (2020, November 5). Risk-Taking Unmasked: Using Risky Choice and Temporal Discounting to Explain COVID-19 Preventative Behaviors. https://doi.org/10.31234/osf.io/uaqc2
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www.nature.com www.nature.com
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Gesser-Edelsburg, A., Diamant, A., Hijazi, R., & Mesch, G. S. (2018). Correcting misinformation by health organizations during measles outbreaks: A controlled experiment. PLOS ONE, 13(12), e0209505. https://doi.org/10.1371/journal.pone.0209505
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medium.com medium.com
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Say, for instance, a hypothetical self-driving car is sold as being the safest on the market. One of the factors that makes it safer is that it “knows” when a big truck pulls up along its left side and automatically moves itself three inches to the right while still remaining in its own lane. But what if a cyclist or motorcycle happens to be pulling up on the right at the same time and is thus killed because of this safety feature?
I think that an algorithm that's "smart" enough to move away from a truck is also "smart" enough to know that it cannot physically occupy the same space as the motorcycle.
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journals.plos.org journals.plos.org
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Pariente, Nonia, and on behalf of the PLOS Biology Staff Editors. ‘We Need Leaders That Believe in Scientific Evidence’. PLOS Biology 18, no. 10 (22 October 2020): e3000992. https://doi.org/10.1371/journal.pbio.3000992.
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- Jan 2021
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www.thelancet.com www.thelancet.com
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Larson, H. J., Cooper, L. Z., Eskola, J., Katz, S. L., & Ratzan, S. (2011). Addressing the vaccine confidence gap. The Lancet, 378(9790), 526–535. https://doi.org/10.1016/S0140-6736(11)60678-8
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www.sciencedirect.com www.sciencedirect.com
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MacDonald, N. E. (2015). Vaccine hesitancy: Definition, scope and determinants. Vaccine, 33(34), 4161–4164. https://doi.org/10.1016/j.vaccine.2015.04.036
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www.sciencedirect.com www.sciencedirect.com
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Brown, K. F., Kroll, J. S., Hudson, M. J., Ramsay, M., Green, J., Long, S. J., Vincent, C. A., Fraser, G., & Sevdalis, N. (2010). Factors underlying parental decisions about combination childhood vaccinations including MMR: A systematic review. Vaccine, 28(26), 4235–4248. https://doi.org/10.1016/j.vaccine.2010.04.052
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psyarxiv.com psyarxiv.com
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Singh, M., Richie, R., & Bhatia, S. (2020, October 7). Representing and Predicting Everyday Behavior. https://doi.org/10.31234/osf.io/kb53h
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pubmed.ncbi.nlm.nih.gov pubmed.ncbi.nlm.nih.gov
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Chapman, G. B., & Coups, E. J. (2006). Emotions and preventive health behavior: Worry, regret, and influenza vaccination. Health Psychology: Official Journal of the Division of Health Psychology, American Psychological Association, 25(1), 82–90. https://doi.org/10.1037/0278-6133.25.1.82
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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Dubé, E., Laberge, C., Guay, M., Bramadat, P., Roy, R., & Bettinger, J. A. (2013). Vaccine hesitancy. Human Vaccines & Immunotherapeutics, 9(8), 1763–1773. https://doi.org/10.4161/hv.24657
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pediatrics.aappublications.org pediatrics.aappublications.org
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Brunson, E. K. (2013). The Impact of Social Networks on Parents’ Vaccination Decisions. Pediatrics, 131(5), e1397–e1404. https://doi.org/10.1542/peds.2012-2452
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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Oraby, T., Thampi, V., & Bauch, C. T. (2014). The influence of social norms on the dynamics of vaccinating behaviour for paediatric infectious diseases. Proceedings of the Royal Society B: Biological Sciences, 281(1780). https://doi.org/10.1098/rspb.2013.3172
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link.springer.com link.springer.com
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Giubilini, A., Caviola, L., Maslen, H., Douglas, T., Nussberger, A.-M., Faber, N., Vanderslott, S., Loving, S., Harrison, M., & Savulescu, J. (2019). Nudging Immunity: The Case for Vaccinating Children in School and Day Care by Default. HEC Forum, 31(4), 325–344. https://doi.org/10.1007/s10730-019-09383-7
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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Gagneur, A. (2020). Motivational interviewing: A powerful tool to address vaccine hesitancy. Canada Communicable Disease Report, 46(4), 93–97. https://doi.org/10.14745/ccdr.v46i04a06
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knowledge.wharton.upenn.edu knowledge.wharton.upenn.edu
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Day. G., Shea. G., (2020). COVID-19: 3 ways businesses can find growth opportunities during the crisis. World Economic Forum. Retrieved from https://www.weforum.org/agenda/2020/06/innovation-rethink-wharton-covid19-coronavirus
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discourse.ubuntu.com discourse.ubuntu.com
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Only folks who help package Chromium get to decide how Chromium gets packaged. This gives anyone two options: You can get involved and help package Chromium so you have a voice in the decision-making, or not.
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- Dec 2020
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psycnet.apa.org psycnet.apa.org
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Jarecki, J. B., & Wilke, A. (2018). Into the black box: Tracing information about risks related to 10 evolutionary problems. Evolutionary Behavioral Sciences, 12(3), 230–244. Retrieved from: https://psycnet.apa.org/doiLanding?doi=10.1037%2Febs0000123
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- Oct 2020
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www.mdpi.com www.mdpi.com
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Brous, P., & Janssen, M. (2020). Trusted Decision-Making: Data Governance for Creating Trust in Data Science Decision Outcomes. Administrative Sciences, 10(4), 81. https://doi.org/10.3390/admsci10040081
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Maia, H. P., Ferreira, S. C., & Martins, M. L. (2020). Adaptive network approach for emergence of societal bubbles. ArXiv:2010.08635 [Nlin, Physics:Physics]. http://arxiv.org/abs/2010.08635
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erj.ersjournals.com erj.ersjournals.com
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Martin, G. P., Sperrin, M., & Sotgiu, G. (2020). Performance of Prediction Models for Covid-19: The Caudine Forks of the External Validation. European Respiratory Journal. https://doi.org/10.1183/13993003.03728-2020
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www.nature.com www.nature.com
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IJzerman, H., Lewis, N. A., Przybylski, A. K., Weinstein, N., DeBruine, L., Ritchie, S. J., Vazire, S., Forscher, P. S., Morey, R. D., Ivory, J. D., & Anvari, F. (2020). Use caution when applying behavioural science to policy. Nature Human Behaviour, 1–3. https://doi.org/10.1038/s41562-020-00990-w
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academic.oup.com academic.oup.com
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Abbott, K. R., & Sherratt, T. N. (2013). Optimal sampling and signal detection: Unifying models of attention and speed–accuracy trade-offs. Behavioral Ecology, 24(3), 605–616. https://doi.org/10.1093/beheco/art001
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www.hope-project.dk www.hope-project.dkApp1
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The HOPE-project (http://hope-project.dk ) tracks public opinion during #covid19, sharing findings with the public & authorities. This graph is the most concerning yet: The # willing to use an approved COVID-vaccine recommended for them
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www.psychologs.com www.psychologs.com
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Covid-19: Is Behavioural Science The Key To Handle The Pandemic? (n.d.). Retrieved October 10, 2020, from https://www.psychologs.com/article/covid-19-is-behavioral-science-the-key-to-handle-the-pandemic
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Local file Local file
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when we are given the space to consider our decisions, we tend to make fewer errors.
think about examples where this isn't the case like high-pressure car buying
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twitter.com twitter.com
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ReconfigBehSci on Twitter. (n.d.). Twitter. Retrieved October 9, 2020, from https://twitter.com/SciBeh/status/1314493024072863744
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www.nature.com www.nature.com
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Grimm, V., Johnston, A. S. A., Thulke, H.-H., Forbes, V. E., & Thorbek, P. (2020). Three questions to ask before using model outputs for decision support. Nature Communications, 11(1), 4959. https://doi.org/10.1038/s41467-020-17785-2
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www.pnas.org www.pnas.org
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Karatayev, Vadim A., Madhur Anand, and Chris T. Bauch. ‘Local Lockdowns Outperform Global Lockdown on the Far Side of the COVID-19 Epidemic Curve’. Proceedings of the National Academy of Sciences 117, no. 39 (29 September 2020): 24575–80. https://doi.org/10.1073/pnas.2014385117.
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www.medrxiv.org www.medrxiv.org
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Kaplan, Edward H, Dennis Wang, Mike Wang, Amyn A Malik, Alessandro Zulli, and Jordan H Peccia. ‘Aligning SARS-CoV-2 Indicators via an Epidemic Model: Application to Hospital Admissions and RNA Detection in Sewage Sludge’. Preprint. Infectious Diseases (except HIV/AIDS), 29 June 2020. https://doi.org/10.1101/2020.06.27.20141739.
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- Sep 2020
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www.youtube.com www.youtube.com
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Learning lessons before launching an inquiry—IfG LIVE 2020 Labour Fringe Programme—YouTube. (n.d.). Retrieved September 29, 2020, from https://www.youtube.com/watch?v=cCZl-naQ6UM
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psyarxiv.com psyarxiv.com
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Fareri, Dominic S., Joanne Stasiak, and Peter Sokol-Hessner. ‘Choosing for Another: Social Context Changes Dissociable Computational Mechanisms of Risky Decision-Making’, 21 September 2020. https://doi.org/10.31234/osf.io/dr42a.
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www.biorxiv.org www.biorxiv.org
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Bertana, A., Chetverikov, A., Bergen, R. S. van, Ling, S., & Jehee, J. F. M. (2020). Dual strategies in human confidence judgments. BioRxiv, 2020.09.17.299743. https://doi.org/10.1101/2020.09.17.299743
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www.scientificamerican.com www.scientificamerican.com
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Hotz, J. (n.d.). Can an Algorithm Help Solve Political Paralysis? Scientific American. Retrieved September 21, 2020, from https://www.scientificamerican.com/article/can-an-algorithm-help-solve-political-paralysis/
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Kneer, M., & Hannikainen, I. R. (2020). Triage Dilemmas: A Window into (Ecologically Valid) Moral Cognition. https://doi.org/10.31234/osf.io/v87sb
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fivethirtyeight.com fivethirtyeight.com
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Jr, N. L. (2020, September 14). Why Coming Up With Effective Interventions To Address COVID-19 Is So Hard. FiveThirtyEight. https://fivethirtyeight.com/features/why-coming-up-with-effective-interventions-to-address-covid-19-is-so-hard/
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journals.sagepub.com journals.sagepub.com
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Berman, J. Z., & Kupor, D. (2020). Moral Choice When Harming Is Unavoidable: Psychological Science. https://doi.org/10.1177/0956797620948821
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Local file Local file
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Decision fatigue describes a phenomenon where giving any real thought to a decision takes up energy.
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www.thelancet.com www.thelancet.com
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Bielicki, J. A., Duval, X., Gobat, N., Goossens, H., Koopmans, M., Tacconelli, E., & Werf, S. van der. (2020). Monitoring approaches for health-care workers during the COVID-19 pandemic. The Lancet Infectious Diseases, 0(0). https://doi.org/10.1016/S1473-3099(20)30458-8
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www.sciencedirect.com www.sciencedirect.com
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Rahnev, D. (2020). Confidence in the Real World. Trends in Cognitive Sciences. https://doi.org/10.1016/j.tics.2020.05.005
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science.sciencemag.org science.sciencemag.org
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Dehning, J., Zierenberg, J., Spitzner, F. P., Wibral, M., Neto, J. P., Wilczek, M., & Priesemann, V. (2020). Inferring change points in the spread of COVID-19 reveals the effectiveness of interventions. Science. https://doi.org/10.1126/science.abb9789
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arxiv.org arxiv.org
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Baker, C. M., Campbell, P. T., Chades, I., Dean, A. J., Hester, S. M., Holden, M. H., McCaw, J. M., McVernon, J., Moss, R., Shearer, F. M., & Possingham, H. P. (2020). From climate change to pandemics: Decision science can help scientists have impact. ArXiv:2007.13261 [Physics]. http://arxiv.org/abs/2007.13261
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psyarxiv.com psyarxiv.com
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Levy, N. L., & Ross, R. M. (2020). The cognitive science of fake news [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/3nuzj
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onlinelibrary.wiley.com onlinelibrary.wiley.com
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Traczyk, J., Fulawka, K., Lenda, D., & Zaleskiewicz, T. (n.d.). Consistency in probability processing as a function of affective context and numeracy. Journal of Behavioral Decision Making, n/a(n/a). https://doi.org/10.1002/bdm.2206
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www.reddit.com www.reddit.com
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r/BehSciAsk—Comment by u/nick_chater on ”Personally-determined vs mandated behaviour”. (n.d.). Reddit. Retrieved June 2, 2020, from https://www.reddit.com/r/BehSciAsk/comments/gre3o6/personallydetermined_vs_mandated_behaviour/fsi5h2r
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news.bloomberglaw.com news.bloomberglaw.com
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Trump Back-to-School Threats Pressure Educators Fearing Covid. (n.d.). Retrieved September 3, 2020, from https://news.bloomberglaw.com/coronavirus/trump-back-to-school-threats-pressure-educators-fearing-covid-1
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montrealgazette.com montrealgazette.com
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Dad sets up website to track number of COVID cases in Quebec schools. (n.d.). Montreal Gazette. Retrieved September 3, 2020, from https://montrealgazette.com/news/local-news/dad-sets-up-website-to-track-number-of-covid-cases-in-quebec-schools
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Miyoshi, S., Jusup, M., & Holme, P. (2020). Flexible imitation mechanisms suppress epidemics through better vaccination. ArXiv:2009.00443 [Physics, q-Bio]. http://arxiv.org/abs/2009.00443
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www.nytimes.com www.nytimes.com
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Casselman, B. (2020, September 1). Small-Business Failures Loom as Federal Aid Dries Up. The New York Times. https://www.nytimes.com/2020/09/01/business/economy/small-businesses-coronavirus.html
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psyarxiv.com psyarxiv.com
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Borhany, H., Golbabaei, S., Jameie, M., & Borhani, K. (2020). Moral decision making in healthcare and medical professions during the COVID-19 pandemic [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/5c769
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think-boundless.com think-boundless.com
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Amazon pushes teams to escalate one-way door decisions – those that can’t be reversed and may have long-term consequences. However, with “two-way” decisions, managers are coached to make these decisions themselves.
Amazon encourages employees to escalate decisions that are irreversible (one-way door decisions) and to delegate decisions that are not. The idea being that if you can act quickly, even if you make more mistakes, it will benefit the system as a whole.
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- Aug 2020
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bjgp.org bjgp.org
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Smith, C. F., Drew, S., Ziebland, S., & Nicholson, B. D. (2020). Understanding the role of GPs’ gut feelings in diagnosing cancer in primary care: A systematic review and meta-analysis of existing evidence. British Journal of General Practice, 70(698), e612–e621. https://doi.org/10.3399/bjgp20X712301
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www.npr.org www.npr.org
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Day Care, Grandparent, Pod Or Nanny? How To Manage The Risks Of Pandemic Child Care. (n.d.). NPR.Org. Retrieved August 28, 2020, from https://www.npr.org/sections/health-shots/2020/08/21/902613282/daycare-grandparent-pod-or-nanny-how-to-manage-the-risks-of-pandemic-child-care
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www.nber.org www.nber.org
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Eichenbaum, M. S., Rebelo, S., & Trabandt, M. (2020). The Macroeconomics of Epidemics (Working Paper No. 26882; Working Paper Series). National Bureau of Economic Research. https://doi.org/10.3386/w26882
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Waites, W., Cavaliere, M., Manheim, D., Panovska-Griffiths, J., & Danos, V. (2020). Scaling up epidemiological models with rule-based modelling. ArXiv:2006.12077 [q-Bio]. http://arxiv.org/abs/2006.12077
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www.nber.org www.nber.org
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Fan, Y., Orhun, A. Y., & Turjeman, D. (2020). Heterogeneous Actions, Beliefs, Constraints and Risk Tolerance During the COVID-19 Pandemic (Working Paper No. 27211; Working Paper Series). National Bureau of Economic Research. https://doi.org/10.3386/w27211
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riskytalk.libsyn.com riskytalk.libsyn.com
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Risky Talk: Communicating Evidence in a Pandemic. (n.d.). Retrieved August 24, 2020, from https://riskytalk.libsyn.com/communicating-evidence-in-a-pandemic
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psyarxiv.com psyarxiv.com
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Liu, Zihan, Drake Van Egdom, Rhona Flin, Christiane Spitzmueller, Omolola Adepoju, and Ramanan Krishnamoorti. ‘I Don’t Want to Go Back: Examining the Return to Physical Workspaces During COVID-19’. Preprint. PsyArXiv, 21 August 2020. https://doi.org/10.31234/osf.io/un2bp.
Tags
- non-caucasians
- decision making
- is:preprint
- lang:en
- United States
- policy makers
- childcare
- willingness to return
- COVID-19
- physical workspaces
- blanket policies
- concerns
- return to work
- US
- organizational strategies
- employee perspectives
- females
- multi-generational households
- flexible approaches
Annotators
URL
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arxiv.org arxiv.org
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Engelhardt, R., Hendricks, V. F., & Stærk-Østergaard, J. (2020). The Wisdom and Persuadability of Threads. ArXiv:2008.05203 [Physics]. http://arxiv.org/abs/2008.05203
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www.nytimes.com www.nytimes.com
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Porter, C. (2020, June 5). The Top Doctor Who Aced the Coronavirus Test. The New York Times. https://www.nytimes.com/2020/06/05/world/canada/bonnie-henry-british-columbia-coronavirus.html
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behavioralscientist.org behavioralscientist.org
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Why a Group of Behavioural Scientists Penned an Open Letter to the U.K. Government Questioning Its Coronavirus Response. (2020, March 16). Behavioral Scientist. https://behavioralscientist.org/why-a-group-of-behavioural-scientists-penned-an-open-letter-to-the-uk-government-questioning-its-coronavirus-response-covid-19-social-distancing/
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www.reddit.com www.reddit.com
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r/BehSciAsk—What’s so wrong with ‘behavioural fatigue’? (n.d.). Reddit. Retrieved 12 August 2020, from https://www.reddit.com/r/BehSciAsk/comments/i88yi5/whats_so_wrong_with_behavioural_fatigue/
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www.nber.org www.nber.org
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Avery, C., Bossert, W., Clark, A., Ellison, G., & Ellison, S. F. (2020). Policy Implications of Models of the Spread of Coronavirus: Perspectives and Opportunities for Economists (Working Paper No. 27007; Working Paper Series). National Bureau of Economic Research. https://doi.org/10.3386/w27007
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www.thelancet.com www.thelancet.com
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Hewitt, J., Carter, B., Vilches-Moraga, A., Quinn, T. J., Braude, P., Verduri, A., Pearce, L., Stechman, M., Short, R., Price, A., Collins, J. T., Bruce, E., Einarsson, A., Rickard, F., Mitchell, E., Holloway, M., Hesford, J., Barlow-Pay, F., Clini, E., … Guaraldi, G. (2020). The effect of frailty on survival in patients with COVID-19 (COPE): A multicentre, European, observational cohort study. The Lancet Public Health, 5(8), e444–e451. https://doi.org/10.1016/S2468-2667(20)30146-8
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Fetzer, T. R., Witte, M., Hensel, L., Jachimowicz, J., Haushofer, J., Ivchenko, A., Caria, S., Reutskaja, E., Roth, C. P., Fiorin, S., Gómez, M., Kraft-Todd, G., Götz, F. M., & Yoeli, E. (2020). Global Behaviors and Perceptions at the Onset of the COVID-19 Pandemic (Working Paper No. 27082; Working Paper Series). National Bureau of Economic Research. https://doi.org/10.3386/w27082
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covid-19.iza.org covid-19.iza.org
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The Effect of Business Cycle Expectations on the German Apprenticeship Market: Estimating the Impact of COVID-19. COVID-19 and the Labor Market. (n.d.). IZA – Institute of Labor Economics. Retrieved August 5, 2020, from https://covid-19.iza.org/publications/dp13368/
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www.youtube.com www.youtube.com
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Understanding Risk with Professor Sir David Spiegelhalter | Pager Podcast. (2020, March 24). https://www.youtube.com/watch?v=nLl9HEz5vng&feature=youtu.be
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- Jul 2020
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osf.io osf.io
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Starominski-Uehara, M. (2020). Governance in Crisis: Institutionalizing Reflective Report to Guide Decision Making Under Uncertainty [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/y3nsa
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