Alex Sigal [@sigallab]. (2021, December 7). We have completed our first experiments on neutralization of Omicron by Pfizer BNT162b2 vaccination elicited immunity Manuscript available at https://sigallab.net and should be available on medRxiv in the coming days [Tweet]. Twitter. https://twitter.com/sigallab/status/1468325159501287434

ReconfigBehSci. (2021, February 1). @MaartenvSmeden @richarddmorey 2/2 Having conducted experiments on lay understanding of arguments from ignorance, in my experience, people intuitively understand probabilistic impact of factors, such as quality of search, that moderate strength. Rather than build on that, we work against it with slogan! [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1356228495714746370

Uittenhove, K., Jeanneret, S., & Vergauwe, E. (2022). From lab-based to web-based behavioural research: Who you test is more important than how you test. PsyArXiv. https://doi.org/10.31234/osf.io/uy4kb

Spinney, L. (2022, January 9). Are we witnessing the dawn of post-theory science? The Guardian. https://www.theguardian.com/technology/2022/jan/09/are-we-witnessing-the-dawn-of-post-theory-science

Tanis, C., Nauta, F., Boersma, M., Steenhoven, M. van der, Borsboom, D., & Blanken, T. (2021). Practical behavioural solutions to COVID-19: Changing the role of behavioural science in crises. PsyArXiv. https://doi.org/10.31234/osf.io/q349k

How tf can I use this for automation?

experiment!

Dolgin, Elie. ‘The Tangled History of MRNA Vaccines’. Nature 597, no. 7876 (14 September 2021): 318–24. https://doi.org/10.1038/d41586-021-02483-w.

This is a painful burn by the writer Alex Beam.

Perhaps worth modifying for Donald J. Trump?

From the perspective of the American experiment and the evolution of democracy, Donald J. Trump was a dead white male who had the bad luck to still be alive."

Jørgensen, Frederik Juhl, Alexander Bor, and Michael Bang Petersen. ‘How the Development, Features and Roll-Out of a SARS-COV-2 Vaccine Shape Public Acceptance: A Conjoint Experiment in a Large Representative Sample of Danes’. PsyArXiv, 28 June 2021. https://doi.org/10.31234/osf.io/4y8ap.

Dagan, Noa, Noam Barda, Eldad Kepten, Oren Miron, Shay Perchik, Mark A. Katz, Miguel A. Hernán, Marc Lipsitch, Ben Reis, and Ran D. Balicer. ‘BNT162b2 MRNA Covid-19 Vaccine in a Nationwide Mass Vaccination Setting’. New England Journal of Medicine 384, no. 15 (15 April 2021): 1412–23. https://doi.org/10.1056/NEJMoa2101765.

Burton, J. W., Cruz, N., & Hahn, U. (2021). Reconsidering evidence of moral contagion in online social networks. Nature Human Behaviour. https://doi.org/10.1038/s41562-021-01133-5

Meyns, C. (2021, May 15). In de ban van de evenementenlobby. Medium. https://chrismeyns.medium.com/in-de-ban-van-de-evenementenlobby-46437eb12ee4

Abel, M., Byker, T., & Carpenter, J. (2020). Socially Optimal Mistakes? Debiasing COVID-19 Mortality Risk Perceptions and Prosocial Behavior. IZA Discussion Paper, 13560.

Kim, E., Shepherd, M. E., & Clinton, J. D. (2020). The effect of big-city news on rural America during the COVID-19 pandemic. Proceedings of the National Academy of Sciences, 117(36), 22009–22014. https://doi.org/10.1073/pnas.2009384117

Białek, M., & Grossmann, I. (2021). Social bias insights concern judgments rather than real-world decisions. PsyArXiv. https://doi.org/10.31234/osf.io/y3h7n

Maarten van Smeden. (2021, March 25). 🚨🚨NEW EVIDENCE PYRAMID🚨🚨 https://t.co/RnGfl337tD [Tweet]. @MaartenvSmeden. https://twitter.com/MaartenvSmeden/status/1375008127737851904

Godinho, C. A., Yardley, L., Marcu, A., Mowbray, F., Beard, E., & Michie, S. (2016). Increasing the intent to receive a pandemic influenza vaccination: Testing the impact of theory-based messages. Preventive Medicine, 89, 104–111. https://doi.org/10.1016/j.ypmed.2016.05.025

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

Gernsbacher, M. A. (2018). Three ways to make replication mainstream. The Behavioral and Brain Sciences, 41, e129. https://doi.org/10.1017/S0140525X1800064X

Oltermann, P. (2020, July 20). German coronavirus experiment enlists help of concertgoers. The Guardian. https://www.theguardian.com/world/2020/jul/20/german-coronavirus-experiment-enlists-help-concertgoers-tim-bendzko

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

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

Social Signaling and Childhood Immunization: A Field Experiment in Sierra Leone. (2018, December 10). Innovations for Poverty Action. https://www.poverty-action.org/publication/social-signaling-and-childhood-immunization-field-experiment-sierra-leone

the Guardian. ‘How Modelling Covid Has Changed the Way We Think about Epidemics | Adam Kucharrski’, 4 January 2021. http://www.theguardian.com/commentisfree/2021/jan/04/covid-model-epidemic-collaboration-experiment.

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

Heroy, Samuel, Isabella Loaiza, Alexander Pentland, and Neave O’Clery. ‘Controlling COVID-19: Labor Structure Is More Important than Lockdown Policy’. ArXiv:2010.14630 [Physics], 5 November 2020. http://arxiv.org/abs/2010.14630.

Peyton, Kyle, Gregory A. Huber, and Alexander Coppock. “The Generalizability of Online Experiments Conducted During The COVID-19 Pandemic.” SocArXiv, November 28, 2020. https://doi.org/10.31235/osf.io/s45yg.

Helland, M. S., Lyngstad, T. H., Holt, T., Larsen, L., & Røysamb, E. (2020, December 7). Effects of Covid-19 lockdown on parental functioning in vulnerable families. https://doi.org/10.31234/osf.io/nm7te

van der Linden, S. (2021). The Gateway Belief Model (GBM): A review and research agenda for communicating the scientific consensus on climate change. Current Opinion in Psychology, 42, 7–12. https://doi.org/10.1016/j.copsyc.2021.01.005

Perez Santangelo, A., & Solovey, G. (2020, November 9). Time to Shine: Reliable Response-Timing Using R-Shiny for Online Experiments. https://doi.org/10.31234/osf.io/nuxdg

Sadique, M. Z., Devlin, N., Edmunds, W. J., & Parkin, D. (2013). The Effect of Perceived Risks on the Demand for Vaccination: Results from a Discrete Choice Experiment. PLoS ONE, 8(2). https://doi.org/10.1371/journal.pone.0054149

Grözinger. N., Irlenbusch ., B., Laske. K., Schröder., M (2020) Innovation and Communication Media in Virtual Teams – An Experimental Study. Institute of Labor Economics. https://covid-19.iza.org/publications/dp13218/

Ferraro, P. J., Miranda, J. J., & Price, M. K. (2011). The Persistence of Treatment Effects with Norm-Based Policy Instruments: Evidence from a Randomized Environmental Policy Experiment. American Economic Review, 101(3), 318–322. https://doi.org/10.1257/aer.101.3.318

According to Erza, the results of the experiment were only half of those that were expected. It may be possible of course that this is all that took place during that night. Someone else could have been present during Franklin's 'sleep walking' phase, just like how Franklin was observed during this experiment by Erza, and took the stone when Franklin tossed it to the ground? Or perhaps this outcome goes to show a more realistic point of view, in that it would have been actually impossible to replicate the whole night entirely, and that even the fact that they were able to reproduce it to such an extend is in itself an impressive accomplishment.

COVID-19 and the Labor Market. (n.d.). IZA – Institute of Labor Economics. Retrieved October 10, 2020, from https://covid-19.iza.org/publications/dp13595/

COVID-19 and the Labor Market. (n.d.). IZA – Institute of Labor Economics. Retrieved October 10, 2020, from https://covid-19.iza.org/publications/dp13578/

Leicester UCU en Twitter: “Universities are conducting an experiment, an experiment that involves human beings (university staff and students) and a life-threatening virus. But experimental subjects must give informed consent. (That's basic research ethics.)” / Twitter. (n.d.). Twitter. Retrieved September 26, 2020, from https://twitter.com/leicesterucu/status/1309107917879156737

Susan Athey, July 22, 2020. (2020, August 2). https://www.youtube.com/watch?v=hqTOPrUxDzM

Kasy, M. (2020). How to run an adaptive field experiment. Retrieved from https://maxkasy.github.io/home/files/slides/adaptive_field_slides_kasy.pdf

Albertini, M., Sage, L., & Scherer, S. (2020). Intergenerational contacts and Covid-19 spread: Omnipresent grannies or bowling together? [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/exym8

Sharkey, P., & Wood, G. (2020). The Causal Effect of Social Distancing on the Spread of SARS-CoV-2 [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/hzj7a

Dave, D. M., Friedson, A. I., Matsuzawa, K., McNichols, D., & Sabia, J. J. (2020). Did the Wisconsin Supreme Court Restart a COVID-19 Epidemic? Evidence from a Natural Experiment (Working Paper No. 27322; Working Paper Series). National Bureau of Economic Research. https://doi.org/10.3386/w27322

Akesson, J., Ashworth-Hayes, S., Hahn, R., Metcalfe, R. D., & Rasooly, I. (2020). Fatalism, Beliefs, and Behaviors During the COVID-19 Pandemic (Working Paper No. 27245; Working Paper Series). National Bureau of Economic Research. https://doi.org/10.3386/w27245

Grözinger. N., Irlenbusch. B., Laske. K., Schröder. M., (2020). Innovation and Communication Media in Virtual Teams – An Experimental Study. Institute of Labor Economics. Retrieved from: https://covid-19.iza.org/publications/innovation-and-communication-media-in-virtual-teams-an-experimental-study/

Sevi, S., Aviña, M. M., Péloquin-Skulski, G., Heisbourg, E., Vegas, P., Coulombe, M., Arel-Bundock, V., Loewen, P. J., & Blais, A. (2020). Logarithmic vs. Linear Visualizations of COVID-19 Cases Do Not Affect Citizens’ Support for Confinement [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/h6z4f

Dimant, E., van Kleef, G. A., & Shalvi, S. (2020). Requiem for a Nudge: Framing effects in nudging honesty. Journal of Economic Behavior & Organization, 172, 247–266. https://doi.org/10.1016/j.jebo.2020.02.015

Arnold, Carrie. ‘Pandemic Speeds Largest Test yet of Universal Basic Income’. Nature, 10 July 2020. https://doi.org/10.1038/d41586-020-01993-3.

DeFranza, David, Mike Lindow, Kevin Harrison, Arul Mishra, and Himanshu Mishra. ‘Religion and Reactance to COVID-19 Mitigation Guidelines’. Preprint. PsyArXiv, 14 July 2020. https://doi.org/10.31234/osf.io/ngdys.

Frimpong, J. A., & Helleringer, S. (2020). Financial Incentives for Downloading COVID–19 Digital Contact Tracing Apps [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/9vp7x

halperin, daniel. (2020). The Covid-19 Lockdown “Natural Experiment” That Has Already Been Conducted [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/jzhe2

Rheault, L., & Musulan, A. (2020). Explaining Support for COVID-19 Cell Phone Contact Tracing. https://doi.org/10.31235/osf.io/8wcgz

Jena, A. B., & Worsham, C. M. (2020, June 30). What Coronavirus Researchers Can Learn From Economists. The New York Times. https://www.nytimes.com/2020/06/30/upshot/coronavirus-economists-dexamethasone.html

Jorrat, D. A. (2020). Recruiting experimental subjects using WhatsApp [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/6vgec

Ecker, U. K. H., Butler, L. H., Cook, J., Hurlstone, M. J., Kurz, T., & Lewandowsky, S. (2020). Using the COVID-19 Economic Crisis to Frame Climate Change as a Secondary Issue Reduces Mitigation Support [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/zc2q8

结论不同数据库比较

结论GC

结论索引管理

结论Version Storage

结果CCP

索引管理：Logical pointer更优

索引管理：Logical pointer更优

GC：不同level比较2

GC：不同level比较

Version Storage比较modified attributes

Version Chain Ordering: N2O vs O2N

Version Storage: 标准setup

TPC-C：比较

TPC-C: MVOOC still sucks

MV2PL: WW Conflict

MVOCC: reduced performance

Benchmark: TPC-C -- nine tables & five transaction types

Benchmark：YCSB -- 独立操作，三个workloads

标准

实验用的最高isolation level

Kitamura, S., & Yamada, K. (2020). Social Comparisons and Cooperation During COVID-19 [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/rsbmz

Cinus, F., Bonchi, F., Monti, C., & Panisson, A. (2020). Generating Realistic Interest-Driven Information Cascades. Proceedings of the International AAAI Conference on Web and Social Media, 14, 107–118.

Falco, P., & Zaccagni, S. (2020). Promoting social distancing in a pandemic: Beyond the good intentions [Preprint]. Open Science Framework. https://doi.org/10.31219/osf.io/a2nys

Sjåstad, H., Teigen, K. H., & Van Bavel, J. J. (2020, June 5). The best-case heuristic in risk prediction: Hopes and fears in a global health pandemic (COVID-19). https://doi.org/10.31234/osf.io/pcj4f

Cheng, H.-Y., Jian, S.-W., Liu, D.-P., Ng, T.-C., Huang, W.-T., Lin, H.-H., & for the Taiwan COVID-19 Outbreak Investigation Team. (2020). Contact Tracing Assessment of COVID-19 Transmission Dynamics in Taiwan and Risk at Different Exposure Periods Before and After Symptom Onset. JAMA Internal Medicine. https://doi.org/10.1001/jamainternmed.2020.2020

Lunn, P. D., Timmons, S., Julienne, H., Belton, C., Barjaková, M., Lavin, C., & McGowan, F. P. (2020). Using Decision Aids to Support Self-Isolation During the COVID-19 Pandemic [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/fngx5

Mickes, L. (2020, April 2). A recipe for moving your physical lab to the online lab. Psychonomic Society Featured Content. https://featuredcontent.psychonomic.org/a-recipe-for-moving-your-physical-lab-to-the-online-lab/

Battiston, P., Kashyap, R., & Rotondi, V. (2020, May 11). Trust in science and experts during the COVID-19 outbreak in Italy. https://doi.org/10.31235/osf.io/5tch8

Schauer, J. M., & Hedges, L. V. (2020). Assessing heterogeneity and power in replications of psychological experiments. Psychological Bulletin. Advance online publication. https://doi.org/10.1037/bul0000232

Mandel, D. R., Collins, R. N., Risko, E. F., & Fugelsang, J. A. (2020). Effect of Confidence Interval Construction on Judgment Accuracy. https://doi.org/10.31234/osf.io/mktgj

Smelter, T. J., & Calvillo, D. P. (2020). Pictures and repeated exposure increase perceived accuracy of news headlines. Applied Cognitive Psychology, acp.3684. https://doi.org/10.1002/acp.3684

Du, H., Chen, A., Chi, P., & King, R. B. (2020, May 7). Income Inequality Reduces Civic Honesty. https://doi.org/10.31234/osf.io/upm47

Jones, P. J., & McNally, R. J. (2020). Does broadening one’s concept of trauma undermine resilience? [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/5ureb

Pescetelli, N., Rutherford, A., Kao, A., & Rahwan, I. (2020). Pescetelli_et_al_Collective learning in news consumption. https://doi.org/10.31234/osf.io/w6nc5

Capraro, V., & Barcelo, H. (2020). The effect of messaging and gender on intentions to wear a face covering to slow down COVID-19 transmission [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/tg7vz

Goldberg, M., Gustafson, A., Maibach, E., Ballew, M. T., Bergquist, P., Kotcher, J., … Leiserowitz, A. (2020, April 20). Mask-wearing increases after a government recommendation: A natural experiment in the U.S. during the COVID-19 pandemic. https://doi.org/10.31234/osf.io/uc8nz

Prinzing, M., De Freitas, J., & Fredrickson, B. (2020). The lay concept of a meaningful life: The role of subjective and objective factors in attributions of meaning [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/6sx4t

Test - What is the toolbox useful for.

First “Mass Observation” experiment since World War Two as lockdown diaries project is launched. (n.d.). Retrieved May 5, 2020, from https://www.yorkshirepost.co.uk/heritage-and-retro/heritage/first-mass-observation-experiment-world-war-two-lockdown-diaries-project-launched-2553717