Pfänder and Altay (2025)

We downloaded the data from https://osf.io/5r7q3. The data frame contains a column that identifies studies which tested an intervention. We reduce the data frame to only these studies.

This script identifies paper that tested an intervention from the control conditions news judgments meta-analysis.

Sultan et al. (2024)

We downloaded a spreadsheet with the final studies and their titles from https://osf.io/zk9vy. Because the data comes in an annoying format, we extracted our reference list based on the papers appendix

Code
sultan <- read_csv("review_papers/Sultan_2024.csv") |> 
  mutate(review = "Sultan_2024") |> 
    rename(reference = `Full Reference`) |> 
    group_by(review, Reference) %>% 
    summarize(reference = unique(reference)) |> 
  ungroup() |> 
  select(review, reference)

Kozyreva et al. (2024)

We downloaded a spreadsheet with the final studies and their titles from https://osf.io/ejyh6/ (alternatively the data can also be downloaded here: https://github.com/askozyreva/toolbox/blob/main/data/toolbox_evidence.xlsx).

Code
kozyreva <- read_excel("review_papers/Kozyreva_2024.xlsx") |> 
  mutate(review = "Kozyreva_2024") |> 
  rename(reference = References_long) |> 
  select(review, reference)

Sun et al. (2025)

We downloaded the spreadsheet with the studies and their titles from https://osf.io/qz9fj/files/osfstorage?view_only=70cdfe5ad3104e6bb441e9cee25b82ee.

Code
sun <- read_excel("review_papers/Sun_2025.xlsx", skip = 1) |>  # Skip first row (keep it as data)
  mutate(review = "Sun_2025") |> 
  rename(reference = Title) |> 
  drop_na(reference) |> 
  distinct(review, reference) 

Combine reviews

Add a title column

For three reviews (Pfänder and Altay 2025; Sultan et al. 2024; Kozyreva et al. 2024), we extract titles from longer reference entries.

Code
# Combine all datasets into one
titles_to_clean <- bind_rows(pfander, sultan, kozyreva) |> 
  # Extract text after year but before journal name/DOI
  mutate(title = str_extract(reference, "(?<=\\)\\.\\s).*?(?=\\.\\s[A-Z])"))  

Because the regex is not perfect due to different Title format, we export the data and do the missing entries by hand.

Code
#write_csv(all_reviews, "review_papers/combined_data_titles.csv")

We then read back the hand-edited file.

Code
by_hand_titles <- read_delim("review_papers/combined_data_titles.csv", 
                        delim = ";")

We then add the review by Sun et al. (2025) back in.

Code
reviews <- bind_rows(by_hand_titles, 
                     sun |>
                       mutate(title = reference))

Clean titles

To be able to match the titles we want to make sure to have them in a similar format

Code
# little helper function to make strings more compatible
make_strings_more_compatible <- function(string) {
  # Convert to lowercase
  string <- tolower(string)
  
  # Remove spaces and any non-alphabetic characters (keeping only letters)
  string <- gsub("[^a-z]", "", string)  # Remove everything that's not a letter
  
  # Trim any extra whitespace (not strictly necessary now, but safe to keep)
  string <- trimws(string)
  
  return(string)
}

reviews <- reviews %>%
  mutate(
    compatible_title = make_strings_more_compatible(title)
  )

Identify Duplicates

Code
# identify duplicates based on cleaned titles
duplicates <- reviews %>%
  group_by(compatible_title) %>%
  summarize(n_occurences = n(),
            occurence = toString(unique(review)) ) |> 
  filter(n_occurences > 1) |> 
  mutate(duplicate = TRUE) |> 
  select(compatible_title, duplicate, occurence)

Note that there is one apparent duplicate within the Kozyreva study. This is because the same study is coded for different types of interventions in the original data frame. Since this is not the kind of duplicate we are after, we remove it.

Code
duplicates <- duplicates |> 
  filter(compatible_title != "combatingfakenewsonsocialmediawithsourceratingstheeffectsofuserandexpertreputationratings")

# identify duplicates in combined data
reviews <- left_join(reviews, duplicates)

De-duplicated data

Finally, we can remove all the duplicates to obtain the spreadsheet for screening.

Code
# Remove duplicates and keep only one entry for each cleaned title
deduplicated_reviews <- reviews %>%
  distinct(compatible_title, .keep_all = TRUE) |>  # Keeps the first occurrence of each title
  mutate(id = row_number())

write_csv(deduplicated_reviews |> 
            # remove unnecessary columns for coding
            select(-c(compatible_title, title)), 
          "review_papers/de-duplicated_references.csv")
Code
deduplicated_reviews |> 
  kable()
review reference title compatible_title duplicate occurence id
Pfander_2025 Altay, S., & Gilardi, F. (2023). People Are Skeptical of Headlines Labeled as AI-Generated, Even if True or Human-Made, Because They Assume Full AI Automation. OSF. https://doi.org/10.31234/osf.io/83k9r People Are Skeptical of Headlines Labeled as AI-Generated, Even if True or Human-Made, Because They Assume Full AI Automation peopleareskepticalofheadlineslabeledasaigeneratedeveniftrueorhumanmadebecausetheyassumefullaiautomation NA NA 1
Pfander_2025 Badrinathan, S. (2021). Educative Interventions to Combat Misinformation: Evidence from a Field Experiment in India. American Political Science Review, 115(4), 1325–1341. https://doi.org/10.1017/S0003055421000459 Educative Interventions to Combat Misinformation: Evidence from a Field Experiment in India educativeinterventionstocombatmisinformationevidencefromafieldexperimentinindia TRUE Pfander_2025, Kozyreva_2024 2
Pfander_2025 Bago, B., Rosenzweig, L. R., Berinsky, A. J., & Rand, D. G. (2022). Emotion may predict susceptibility to fake news but emotion regulation does not seem to help. Cognition and Emotion, 1–15. https://doi.org/10.1080/02699931.2022.2090318 Emotion may predict susceptibility to fake news but emotion regulation does not seem to help emotionmaypredictsusceptibilitytofakenewsbutemotionregulationdoesnotseemtohelp NA NA 3
Pfander_2025 Basol, M., Roozenbeek, J., Berriche, M., Uenal, F., McClanahan, W. P., & Linden, S. van der. (2021). Towards psychological herd immunity: Cross-cultural evidence for two prebunking interventions against COVID-19 misinformation. Big Data & Society, 8(1), 205395172110138. https://doi.org/10.1177/20539517211013868 Towards psychological herd immunity: Cross-cultural evidence for two prebunking interventions against COVID-19 misinformation towardspsychologicalherdimmunitycrossculturalevidencefortwoprebunkinginterventionsagainstcovidmisinformation TRUE Pfander_2025, Kozyreva_2024 4
Pfander_2025 Brashier, N. M., Pennycook, G., Berinsky, A. J., & Rand, D. G. (2021). Timing matters when correcting fake news. Proceedings of the National Academy of Sciences, 118(5), e2020043118. https://doi.org/10.1073/pnas.2020043118 Timing matters when correcting fake news timingmatterswhencorrectingfakenews TRUE Pfander_2025, Sultan_2024 5
Pfander_2025 Clayton, K., Blair, S., Busam, J. A., Forstner, S., Glance, J., Green, G., Kawata, A., Kovvuri, A., Martin, J., Morgan, E., Sandhu, M., Sang, R., Scholz-Bright, R., Welch, A. T., Wolff, A. G., Zhou, A., & Nyhan, B. (2020). Real Solutions for Fake News? Measuring the Effectiveness of General Warnings and Fact-Check Tags in Reducing Belief in False Stories on Social Media. Political Behavior, 42(4), 1073–1095. https://doi.org/10.1007/s11109-019-09533-0 Real Solutions for Fake News? Measuring the Effectiveness of General Warnings and Fact-Check Tags in Reducing Belief in False Stories on Social Media realsolutionsforfakenewsmeasuringtheeffectivenessofgeneralwarningsandfactchecktagsinreducingbeliefinfalsestoriesonsocialmedia TRUE Pfander_2025, Kozyreva_2024 6
Pfander_2025 Dias, N., Pennycook, G., & Rand, D. G. (2020). Emphasizing publishers does not effectively reduce susceptibility to misinformation on social media. Harvard Kennedy School Misinformation Review. https://doi.org/10.37016/mr-2020-001 Emphasizing publishers does not effectively reduce susceptibility to misinformation on social media emphasizingpublishersdoesnoteffectivelyreducesusceptibilitytomisinformationonsocialmedia NA NA 7
Pfander_2025 Eun-Ju Lee & Jeong-woo Jang (2023): How Political Identity and Misinformation Priming Affect Truth Judgments and Sharing Intention of Partisan News, Digital Journalism, DOI: 10.1080/21670811.2022.2163413 How Political Identity and Misinformation Priming Affect Truth Judgments and Sharing Intention of Partisan News howpoliticalidentityandmisinformationprimingaffecttruthjudgmentsandsharingintentionofpartisannews NA NA 8
Pfander_2025 Gottlieb, J., Adida, C., & Moussa, R. (2022). Reducing Misinformation in a Polarized Context: Experimental Evidence from Côte d’Ivoire. OSF Preprints. https://doi.org/10.31219/osf.io/6x4wy Reducing Misinformation in a Polarized Context: Experimental Evidence from Côte d’Ivoire reducingmisinformationinapolarizedcontextexperimentalevidencefromctedivoire NA NA 9
Pfander_2025 Guess, A. M., Lerner, M., Lyons, B., Montgomery, J. M., Nyhan, B., Reifler, J., & Sircar, N. (2020). A digital media literacy intervention increases discernment between mainstream and false news in the United States and India. Proceedings of the National Academy of Sciences, 117(27), 15536–15545. https://doi.org/10.1073/pnas.1920498117 A digital media literacy intervention increases discernment between mainstream and false news in the United States and India adigitalmedialiteracyinterventionincreasesdiscernmentbetweenmainstreamandfalsenewsintheunitedstatesandindia TRUE Pfander_2025, Kozyreva_2024, Sun_2025 10
Pfander_2025 Guess, A., McGregor, S., Pennycook, G., & Rand, D. (2024). Unbundling Digital Media Literacy Tips: Results from Two Experiments. OSF. https://doi.org/10.31234/osf.io/u34fp Unbundling Digital Media Literacy Tips: Results from Two Experiments unbundlingdigitalmedialiteracytipsresultsfromtwoexperiments NA NA 11
Pfander_2025 Altay, S., De Angelis, A., & Hoes, E. (2024). Media literacy tips promoting reliable news improve discernment and enhance trust in traditional media. Communications Psychology, 2(1), 1–9. https://doi.org/10.1038/s44271-024-00121-5 Media literacy tips promoting reliable news improve discernment and enhance trust in traditional media medialiteracytipspromotingreliablenewsimprovediscernmentandenhancetrustintraditionalmedia NA NA 12
Pfander_2025 Lutzke, L., Drummond, C., Slovic, P., & Árvai, J. (2019). Priming critical thinking: Simple interventions limit the influence of fake news about climate change on Facebook. Global Environmental Change, 58, 101964. https://doi.org/10.1016/j.gloenvcha.2019.101964 Priming critical thinking: Simple interventions limit the influence of fake news about climate change on Facebook primingcriticalthinkingsimpleinterventionslimittheinfluenceoffakenewsaboutclimatechangeonfacebook NA NA 13
Pfander_2025 Lyons, B., Montgomery, J., & Reifler, J. (2023). Partisanship and older Americans’ engagement with dubious political news. OSF. https://doi.org/10.31219/osf.io/etb89 Partisanship and older Americans’ engagement with dubious political news partisanshipandolderamericansengagementwithdubiouspoliticalnews NA NA 14
Pfander_2025 Lyons, B., Modirrousta-Galian, A., Altay, S., & Salovich, N. A. (2024). Reduce blind spots to improve news discernment? Performance feedback reduces overconfidence but does not improve subsequent discernment. https://doi.org/10.31219/osf.io/kgfrb Reduce blind spots to improve news discernment? Performance feedback reduces overconfidence but does not improve subsequent discernment reduceblindspotstoimprovenewsdiscernmentperformancefeedbackreducesoverconfidencebutdoesnotimprovesubsequentdiscernment NA NA 15
Pfander_2025 Martel, C., Pennycook, G., & Rand, D. G. (2020). Reliance on emotion promotes belief in fake news. Cognitive Research: Principles and Implications, 5(1), 47. https://doi.org/10.1186/s41235-020-00252-3 Reliance on emotion promotes belief in fake news relianceonemotionpromotesbeliefinfakenews TRUE Pfander_2025, Sultan_2024 16
Pfander_2025 Modirrousta-Galian, A., Higham, P. A., & Seabrooke, T. (2023). Effects of inductive learning and gamification on news veracity discernment. Journal of Experimental Psychology: Applied, 29(3), 599–619. https://doi.org/10.1037/xap0000458 Effects of inductive learning and gamification on news veracity discernment effectsofinductivelearningandgamificationonnewsveracitydiscernment TRUE Pfander_2025, Sun_2025 17
Pfander_2025 Muda, R., Pennycook, G., Hamerski, D., & Białek, M. (2023). People are worse at detecting fake news in their foreign language. Journal of Experimental Psychology: Applied, 29(4), 712–724. https://doi.org/10.1037/xap0000475 People are worse at detecting fake news in their foreign language peopleareworseatdetectingfakenewsintheirforeignlanguage NA NA 18
Pfander_2025 Orosz, G., Paskuj, B., Faragó, L., & Krekó, P. (2023). A prosocial fake news intervention with durable effects. Scientific Reports, 13(1), 3958. https://doi.org/10.1038/s41598-023-30867-7 A prosocial fake news intervention with durable effects aprosocialfakenewsinterventionwithdurableeffects TRUE Pfander_2025, Sun_2025 19
Pfander_2025 Pennycook, G., Cannon, T. D., & Rand, D. G. (2018). Prior exposure increases perceived accuracy of fake news. Journal of Experimental Psychology: General, 147(12), 1865–1880. https://doi.org/10.1037/xge0000465 Prior exposure increases perceived accuracy of fake news priorexposureincreasesperceivedaccuracyoffakenews NA NA 20
Pfander_2025 Pereira, F. B., Bueno, N. S., Nunes, F., & Pavão, N. (2023). Inoculation Reduces Misinformation: Experimental Evidence from Multidimensional Interventions in Brazil. Journal of Experimental Political Science, 1–12. https://doi.org/10.1017/XPS.2023.11 Inoculation Reduces Misinformation: Experimental Evidence from Multidimensional Interventions in Brazil inoculationreducesmisinformationexperimentalevidencefrommultidimensionalinterventionsinbrazil TRUE Pfander_2025, Kozyreva_2024 21
Pfander_2025 Rathje, S., Roozenbeek, J., Van Bavel, J.J. et al. Accuracy and social motivations shape judgements of (mis)information. Nat Hum Behav (2023). https://doi.org/10.1038/s41562-023-01540-w Accuracy and social motivations shape judgements of (mis)information accuracyandsocialmotivationsshapejudgementsofmisinformation TRUE Pfander_2025, Sun_2025 22
Pfander_2025 Ross, B., Heisel, J., Jung, A.-K., & Stieglitz, S. (2018). Fake News on Social Media: The (In)Effectiveness of Warning Messages. Fake News on Social Media: The (In)Effectiveness of Warning Messages fakenewsonsocialmediatheineffectivenessofwarningmessages NA NA 23
Pfander_2025 Smelter, T. J., & Calvillo, D. P. (2020). Pictures and repeated exposure increase perceived accuracy of news headlines. Applied Cognitive Psychology, 34(5), 1061–1071. https://doi.org/10.1002/acp.3684 Pictures and repeated exposure increase perceived accuracy of news headlines picturesandrepeatedexposureincreaseperceivedaccuracyofnewsheadlines TRUE Pfander_2025, Sultan_2024 24
Pfander_2025 Sultan, M., Tump, A. N., Geers, M., Lorenz-Spreen, P., Herzog, S. M., & Kurvers, R. H. J. M. (2022). Time pressure reduces misinformation discrimination ability but does not alter response bias. Scientific Reports, 12(1), 22416. https://doi.org/10.1038/s41598-022-26209-8 Time pressure reduces misinformation discrimination ability but does not alter response bias timepressurereducesmisinformationdiscriminationabilitybutdoesnotalterresponsebias TRUE Pfander_2025, Sultan_2024 25
Sultan_2024 Arechar et al. (2023). Understanding and combatting misinformation across 16 countries on six continents. Nat. Hum. Behav. Understanding and combatting misinformation across 16 countries on six continents understandingandcombattingmisinformationacrosscountriesonsixcontinents NA NA 26
Sultan_2024 Bago, B., Rand, D. G., & Pennycook, G. (2020). Fake news, fast and slow: Deliberation reduces belief in false (but not true) news headlines. J. Exp. Psychol. Gen. Fake news, fast and slow: Deliberation reduces belief in false (but not true) news headlines fakenewsfastandslowdeliberationreducesbeliefinfalsebutnottruenewsheadlines NA NA 27
Sultan_2024 Bronstein, M. V., Pennycook, G., Bear, A., Rand, D. G., & Cannon, T. D. (2019). Belief in fake news is associated with delusionality, dogmatism, religious fundamentalism, and reduced analytic thinking. J. Appl. Res. Mem. Cogn. Belief in fake news is associated with delusionality, dogmatism, religious fundamentalism, and reduced analytic thinking beliefinfakenewsisassociatedwithdelusionalitydogmatismreligiousfundamentalismandreducedanalyticthinking NA NA 28
Sultan_2024 Bronstein, M. V., Pennycook, G., Buonomano, L., & Cannon, T. D. (2021). Belief in fake news, responsiveness to cognitive conflict, and analytic reasoning engagement. Think. Reason. Belief in fake news, responsiveness to cognitive conflict, and analytic reasoning engagement beliefinfakenewsresponsivenesstocognitiveconflictandanalyticreasoningengagement NA NA 29
Sultan_2024 Calvillo, D. P., & Smelter, T. J. (2020). An initial accuracy focus reduces the effect of prior exposure on perceived accuracy of news headlines. Cogn. Res. Princ. Implic. An initial accuracy focus reduces the effect of prior exposure on perceived accuracy of news headlines aninitialaccuracyfocusreducestheeffectofpriorexposureonperceivedaccuracyofnewsheadlines NA NA 30
Sultan_2024 Calvillo, D. P., Ross, B. J., Garcia, R. J. B., Smelter, T. J., & Rutchick, A. M. (2020). Political ideology predicts perceptions of the threat of COVID-19 (and susceptibility to fake news about it). Soc. Psychol. Pers. Sci. Political ideology predicts perceptions of the threat of COVID-19 (and susceptibility to fake news about it) politicalideologypredictsperceptionsofthethreatofcovidandsusceptibilitytofakenewsaboutit NA NA 31
Sultan_2024 Calvillo, D. P., Garcia, R. J. B., Bertrand, K., & Mayers, T. A. (2021). Personality factors and self-reported political news consumption predict susceptibility to political fake news. Pers. Individ. Dif. Personality factors and self-reported political news consumption predict susceptibility to political fake news personalityfactorsandselfreportedpoliticalnewsconsumptionpredictsusceptibilitytopoliticalfakenews NA NA 32
Sultan_2024 Calvillo, D. P., Rutchick, A. M., & Garcia, R. J. B. (2021). Individual differences in belief in fake news about election fraud after the 2020 U.S. election. Behav. Sci. Individual differences in belief in fake news about election fraud after the 2020 U.S. election individualdifferencesinbeliefinfakenewsaboutelectionfraudaftertheuselection NA NA 33
Sultan_2024 Carnahan, D., Bergan, D. E., & Lee, S. (2021). Do corrective effects last? Results from a longitudinal experiment on beliefs toward immigration in the U.S. Polit. Behav. Do corrective effects last? Results from a longitudinal experiment on beliefs toward immigration in the U.S docorrectiveeffectslastresultsfromalongitudinalexperimentonbeliefstowardimmigrationintheus NA NA 34
Sultan_2024 Epstein, Z., Sirlin, N., Arechar, A., Pennycook, G., & Rand, D. (2023). The social media context interferes with truth discernment. Sci. Adv. The social media context interferes with truth discernment thesocialmediacontextinterfereswithtruthdiscernment NA NA 35
Sultan_2024 Garrett, R. K., & Bond, R. M. (2021). Conservatives’ susceptibility to political misperceptions. Sci. Adv. Conservatives’ susceptibility to political misperceptions conservativessusceptibilitytopoliticalmisperceptions NA NA 36
Sultan_2024 Longoni, C., Fradkin, A., Cian, L., & Pennycook, G. (2022). News from generative artificial intelligence is believed less. 2022 ACM Conf. Fairness, Accountability, and Transparency. News from generative artificial intelligence is believed less. 2022 ACM Conf newsfromgenerativeartificialintelligenceisbelievedlessacmconf NA NA 37
Sultan_2024 Newton, C., Feeney, J., & Pennycook, G. (2023). On the disposition to think analytically: Four distinct intuitive-analytic thinking styles. Pers. Soc. Psychol. Bull. On the disposition to think analytically: Four distinct intuitive-analytic thinking styles onthedispositiontothinkanalyticallyfourdistinctintuitiveanalyticthinkingstyles NA NA 38
Sultan_2024 Pennycook, G., McPhetres, J., Zhang, Y., Lu, J. G., & Rand, D. G. (2020). Fighting COVID-19 misinformation on social media: Experimental evidence for a scalable accuracy-nudge intervention. Psychol. Sci. Fighting COVID-19 misinformation on social media: Experimental evidence for a scalable accuracy-nudge intervention fightingcovidmisinformationonsocialmediaexperimentalevidenceforascalableaccuracynudgeintervention TRUE Sultan_2024, Kozyreva_2024 39
Sultan_2024 Pennycook, G., Epstein, Z., Mosleh, M., Arechar, A. A., Eckles, D., & Rand, D. G. (2021). Shifting attention to accuracy can reduce misinformation online. Nature. Shifting attention to accuracy can reduce misinformation online shiftingattentiontoaccuracycanreducemisinformationonline TRUE Sultan_2024, Kozyreva_2024 40
Sultan_2024 Roozenbeek, J., Maertens, R., Herzog, S. M., Geers, M., Kurvers, R., Sultan, M., & van der Linden, S. (2022). Susceptibility to misinformation is consistent across question framings and response modes and better explained by myside bias and partisanship than analytical thinking. Judgm. Decis. Mak. Susceptibility to misinformation is consistent across question framings and response modes and better explained by myside bias and partisanship than analytical thinking susceptibilitytomisinformationisconsistentacrossquestionframingsandresponsemodesandbetterexplainedbymysidebiasandpartisanshipthananalyticalthinking NA NA 41
Sultan_2024 Ross, R. M., Rand, D. G., & Pennycook, G. (2021). Beyond ‘fake news’: Analytic thinking and the detection of false and hyperpartisan news headlines. Judgm. Decis. Mak. Beyond ‘fake news’: Analytic thinking and the detection of false and hyperpartisan news headlines beyondfakenewsanalyticthinkingandthedetectionoffalseandhyperpartisannewsheadlines NA NA 42
Kozyreva_2024 Epstein, Z, Berinsky, A. J., Cole, R., Gully, A., Pennycook, G., & Rand, D. G. (2021). Developing an accuracy-prompt toolkit to reduce COVID-19 misinformation online. Harvard Kennedy School Misinformation Review, 2(3). Developing an accuracy-prompt toolkit to reduce COVID-19 misinformation online developinganaccuracyprompttoolkittoreducecovidmisinformationonline NA NA 43
Kozyreva_2024 Roozenbeek, J., Freeman, A. L. J., & van der Linden, S. (2021). How accurate are accuracy-nudge interventions? A preregistered direct replication of Pennycook et al. (2020). Psychological Science, 32(7), 1169–1178. How accurate are accuracy-nudge interventions? A preregistered direct replication of Pennycook et al. (2020) howaccurateareaccuracynudgeinterventionsapreregistereddirectreplicationofpennycooketal NA NA 44
Kozyreva_2024 Pennycook, G., & Rand, D.G (2022). Accuracy prompts are a replicable and generalizable approach for reducing the spread of misinformation. Nature Communications, 13(1), Article 2333. Accuracy prompts are a replicable and generalizable approach for reducing the spread of misinformation accuracypromptsareareplicableandgeneralizableapproachforreducingthespreadofmisinformation NA NA 45
Kozyreva_2024 Arechar, A. A., Allen, J. N. L., Berinsky, A. J., Cole, R., Epstein, Z., Garimella, K., Gully, A., Lu, J. G., Moss, R. M., Stagnaro, M. N., Zhang, Y., Pennycook, G., & Rand, D. G. (2023). Understanding and combating misinformation across 16 countries on six continents. Nature Human Behaviour. Understanding and combating misinformation across 16 countries on six continents understandingandcombatingmisinformationacrosscountriesonsixcontinents NA NA 46
Kozyreva_2024 Offer-Westort, M., Rosenzweig, L. R., & Athey, S. (2023).
Battling the coronavirus ‘infodemic’ among social media users in Kenya and Nigeria Battling the coronavirus ‘infodemic’ among social media users in Kenya and Nigeria battlingthecoronavirusinfodemicamongsocialmediausersinkenyaandnigeria NA NA 47
Kozyreva_2024 Swire, B., Ecker, U. K. H., & Lewandowsky, S. (2017). The role of familiarity in correcting inaccurate information. Journal of Experimental Psychology: Learning, Memory, and Cognition, 43(12), 1948–1961. The role of familiarity in correcting inaccurate information theroleoffamiliarityincorrectinginaccurateinformation NA NA 48
Kozyreva_2024 Huang, H. (2017). A war of (mis)information: The political effects of rumors and rumor rebuttals in an authoritarian country. British Journal of Political Science, 47(2), 283-312. A war of (mis)information: The political effects of rumors and rumor rebuttals in an authoritarian country awarofmisinformationthepoliticaleffectsofrumorsandrumorrebuttalsinanauthoritariancountry NA NA 49
Kozyreva_2024 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. Correcting misinformation by health organizations during measles outbreaks: A controlled experiment correctingmisinformationbyhealthorganizationsduringmeaslesoutbreaksacontrolledexperiment NA NA 50
Kozyreva_2024 Paynter, J., Luskin-Saxby, S., Keen, D., Fordyce, K., Frost, G., Imms, C., Miller, S., Trembath, D., Tucker, M., & Ecker, U. K. H. (2019). Evaluation of a template for countering misinformation—Real-world autism treatment myth debunking. PLOS ONE, 14(1), Article e0210746. Evaluation of a template for countering misinformation—Real-world autism treatment myth debunking evaluationofatemplateforcounteringmisinformationrealworldautismtreatmentmythdebunking NA NA 51
Kozyreva_2024 Schmid, P., & Betsch, C. (2019). Effective strategies for rebutting science denialism in public discussions. Nature Human Behaviour, 3(9), 931–939. Effective strategies for rebutting science denialism in public discussions effectivestrategiesforrebuttingsciencedenialisminpublicdiscussions NA NA 52
Kozyreva_2024 Schmid, P., Schwarzer, M., & Betsch, C. (2020). Weight-of-evidence strategies to mitigate the influence of messages of science denialism in public discussions. Journal of Cognition, 3(1), Article 36. Weight-of-evidence strategies to mitigate the influence of messages of science denialism in public discussions weightofevidencestrategiestomitigatetheinfluenceofmessagesofsciencedenialisminpublicdiscussions NA NA 53
Kozyreva_2024 Ecker, U. K. H., Butler, L. H., & Hamby, A. (2020). You don’t have to tell a story! A registered report testing the effectiveness of narrative versus non-narrative misinformation corrections. Cognitive Research: Principles and Implications, 5(1), Article 64. You don’t have to tell a story! A registered report testing the effectiveness of narrative versus non-narrative misinformation corrections youdonthavetotellastoryaregisteredreporttestingtheeffectivenessofnarrativeversusnonnarrativemisinformationcorrections NA NA 54
Kozyreva_2024 Bowles, J., Larreguy, H., & Liu, S. (2020). Countering misinformation via WhatsApp: Preliminary evidence from the COVID-19 pandemic in Zimbabwe. PLOS One, 15(10): e0240005. Countering misinformation via WhatsApp: Preliminary evidence from the COVID-19 pandemic in Zimbabwe counteringmisinformationviawhatsapppreliminaryevidencefromthecovidpandemicinzimbabwe NA NA 55
Kozyreva_2024 Porter, E. & Wood, T. J. (2021). The Global effectiveness of fact-checking: Evidence from simultaneous experiments in Argentina, Nigeria, South Africa, and the United Kingdom. Proceedings of National Academy of Sciences 118(37), e2104235118. The Global effectiveness of fact-checking: Evidence from simultaneous experiments in Argentina, Nigeria, South Africa, and the United Kingdom theglobaleffectivenessoffactcheckingevidencefromsimultaneousexperimentsinargentinanigeriasouthafricaandtheunitedkingdom NA NA 56
Kozyreva_2024 Winters, M., Oppenheim, B., Sengeh, P., Jalloh, M. B., Webber, N., Pratt, S. A., … & Nordenstedt, H. (2021). Debunking highly prevalent health misinformation using audio dramas delivered by WhatsApp: evidence from a randomised controlled trial in Sierra Leone. BMJ global health, 6(11), e006954. Debunking highly prevalent health misinformation using audio dramas delivered by WhatsApp: evidence from a randomised controlled trial in Sierra Leone debunkinghighlyprevalenthealthmisinformationusingaudiodramasdeliveredbywhatsappevidencefromarandomisedcontrolledtrialinsierraleone NA NA 57
Kozyreva_2024 Tay, L. Q., Hurlstone, M. J., Kurz, T., & Ecker, U. K. H. (2022). A comparison of prebunking and debunking interventions for implied versus explicit misinformation. British Journal of Psychology, 113(3), 591–607. A comparison of prebunking and debunking interventions for implied versus explicit misinformation acomparisonofprebunkinganddebunkinginterventionsforimpliedversusexplicitmisinformation NA NA 58
Kozyreva_2024 Schmid, P., & Betsch, C. (2022). Benefits and Pitfalls of Debunking Interventions to Counter mRNA Vaccination Misinformation During the COVID-19 Pandemic. Science Communication. 44(5):531–58. Benefits and Pitfalls of Debunking Interventions to Counter mRNA Vaccination Misinformation During the COVID-19 Pandemic benefitsandpitfallsofdebunkinginterventionstocountermrnavaccinationmisinformationduringthecovidpandemic NA NA 59
Kozyreva_2024 Bauer, F, & Wilson, K. L. (2022). Reactions to China-linked fake news: Experimental evidence from Taiwan. The China Quarterly 249, 21-46. Reactions to China-linked fake news: Experimental evidence from Taiwan reactionstochinalinkedfakenewsexperimentalevidencefromtaiwan NA NA 60
Kozyreva_2024 Schroeder, N. L., & Kucera, A. C. (2022). Refutation text facilitates learning: A meta-analysis of between-subjects experiments. Educational Psychology Review, 34(2), 957-987. Refutation text facilitates learning: A meta-analysis of between-subjects experiments refutationtextfacilitateslearningametaanalysisofbetweensubjectsexperiments NA NA 61
Kozyreva_2024 Yu, W., Shen, F., & Min, C. (2022). Correcting science misinformation in an authoritarian country: An experiment from China. Telematics and Informatics 66, 101749. Correcting science misinformation in an authoritarian country: An experiment from China correctingsciencemisinformationinanauthoritariancountryanexperimentfromchina NA NA 62
Kozyreva_2024 Batista Pereira, F., Bueno, N. S., Nunes, F., & Pavão, N. (2022). Fake news, fact checking, and partisanship: the resilience of rumors in the 2018 Brazilian elections. The Journal of Politics, 84(4), 2188-2201. Fake news, fact checking, and partisanship: the resilience of rumors in the 2018 Brazilian elections fakenewsfactcheckingandpartisanshiptheresilienceofrumorsinthebrazilianelections NA NA 63
Kozyreva_2024 Badrinathan, S., & Chauchard, S. (2023). I Don’t Think That’s True, Bro!” Social Corrections of Misinformation in India. The International Journal of Press/Politics, 0(0). I Don’t Think That’s True, Bro!” Social Corrections of Misinformation in India idontthinkthatstruebrosocialcorrectionsofmisinformationinindia NA NA 64
Kozyreva_2024 Porter, E., Velez, Y., & Wood, T. J. (2023). Correcting COVID-19 vaccine misinformation in 10 countries. Royal Society Open Science, 10(3), 221097. Correcting COVID-19 vaccine misinformation in 10 countries correctingcovidvaccinemisinformationincountries NA NA 65
Kozyreva_2024 Armand, A., Augsburg, B., Bancalari, A., & Kameshwara, K. K. (2022). Social proximity and misinformation: Experimental evidence from a mobile phone-based campaign in India. CEPR Discussion Paper No. DP16492 Institute for Fiscal Studies. Social proximity and misinformation: Experimental evidence from a mobile phone-based campaign in India socialproximityandmisinformationexperimentalevidencefromamobilephonebasedcampaigninindia NA NA 66
Kozyreva_2024 Hirshleifer, S., Naseem, M., Raza, A.A., & Rezaee, A. (2023). The spread of (mis)information: A social media experiment in Pakistan. UC Berkeley: Center for Effective Global Action. The spread of (mis)information: A social media experiment in Pakistan thespreadofmisinformationasocialmediaexperimentinpakistan NA NA 67
Kozyreva_2024 Bruns, H., Dessart, F. J., Krawczyk, M. W., Lewandowsky, S., Pantazi, M., Pennycook, G., Schmid, P. & Smillie, L. (2023). The role of (trust in) the source of prebunks and debunks of misinformation. Evidence from online experiments in four EU countries. OSF. (Preprint, not peer-reviewed) The role of (trust in) the source of prebunks and debunks of misinformation theroleoftrustinthesourceofprebunksanddebunksofmisinformation NA NA 68
Kozyreva_2024 Fazio, L. K. (2020). Pausing to consider why a headline is true or false can help reduce the sharing of false news.
Harvard Kennedy School (HKS) Misinformation Review. Pausing to consider why a headline is true or false can help reduce the sharing of false news pausingtoconsiderwhyaheadlineistrueorfalsecanhelpreducethesharingoffalsenews NA NA 69
Kozyreva_2024 Pillai, R. M. & Fazio, L. K. (2023). Explaining why headlines are true or false reduces intentions to share false information. Collabra: Psychology. Explaining why headlines are true or false reduces intentions to share false information explainingwhyheadlinesaretrueorfalsereducesintentionstosharefalseinformation NA NA 70
Kozyreva_2024 van der Linden, S., Leiserowitz, A., Rosenthal, S., & Maibach, E. (2017). Inoculating the public against misinformation about climate change. Global Challenges, 1(2), Article 1600008. Inoculating the public against misinformation about climate change inoculatingthepublicagainstmisinformationaboutclimatechange NA NA 71
Kozyreva_2024 Cook J., Lewandowsky, S., & Ecker, U. K. H. (2017) Neutralizing misinformation through inoculation: Exposing misleading argumentation techniques reduces their influence. PLOS ONE, 12(5), Article e0175799. Neutralizing misinformation through inoculation: Exposing misleading argumentation techniques reduces their influence neutralizingmisinformationthroughinoculationexposingmisleadingargumentationtechniquesreducestheirinfluence NA NA 72
Kozyreva_2024 Roozenbeek, J., & van der Linden, S. (2019). Fake news game confers psychological resistance against online misinformation. Palgrave Communications, 5(1),Article 65. Fake news game confers psychological resistance against online misinformation fakenewsgameconferspsychologicalresistanceagainstonlinemisinformation NA NA 73
Kozyreva_2024 Roozenbeek, J., & van der Linden, S. (2020). Breaking Harmony Square: A game that “inoculates” against political misinformation. Harvard Kennedy School (HKS) Misinformation Review. Breaking Harmony Square: A game that “inoculates” against political misinformation breakingharmonysquareagamethatinoculatesagainstpoliticalmisinformation NA NA 74
Kozyreva_2024 Maertens, R., Roozenbeek, J., Basol, M., & van der Linden, S. (2021). Long-term effectiveness of inoculation against misinformation: Three longitudinal experiments. Journal of Experimental Psychology: Applied, 27(1), 1–16. Long-term effectiveness of inoculation against misinformation: Three longitudinal experiments longtermeffectivenessofinoculationagainstmisinformationthreelongitudinalexperiments NA NA 75
Kozyreva_2024 Roozenbeek, J., van der Linden, S., Goldberg, B., Rathje, S., & Lewandowsky, S. (2022). Psychological inoculation improves resilience against misinformation on social media. Science Advances, 8(34), Article eabo6254. Psychological inoculation improves resilience against misinformation on social media psychologicalinoculationimprovesresilienceagainstmisinformationonsocialmedia NA NA 76
Kozyreva_2024 Lu, C., Hu, B., Li, Q., Bi, C., & Ju, X. D. (2023). Psychological Inoculation for Credibility Assessment, Sharing Intention, and Discernment of Misinformation: Systematic Review and Meta-Analysis. Journal of Medical Internet Research, 25, e49255. Psychological Inoculation for Credibility Assessment, Sharing Intention, and Discernment of Misinformation: Systematic Review and Meta-Analysis psychologicalinoculationforcredibilityassessmentsharingintentionanddiscernmentofmisinformationsystematicreviewandmetaanalysis NA NA 77
Kozyreva_2024 Wong, C. M. L., & Wu, Y. (2023). Limits to inoculating against the risk of fake news: a replication study in Singapore during COVID-19. Journal of Risk Research, 1-16. Limits to inoculating against the risk of fake news: a replication study in Singapore during COVID-19 limitstoinoculatingagainsttheriskoffakenewsareplicationstudyinsingaporeduringcovid NA NA 78
Kozyreva_2024 Armand, A., Fracchia, M., & Vicente, P. C. (2023). Let’s call! using the phone to increase acceptance of covid-19 vaccines (No. wp2113). Health Eonomics, 33, 1. Let’s call! using the phone to increase acceptance of covid-19 vaccines (No. wp2113) letscallusingthephonetoincreaseacceptanceofcovidvaccinesnowp NA NA 79
Kozyreva_2024 Garg, N. & Yadav, M., (2022). Learning to Resist Misinformation: A Field Experiment in India. (Preprint, not peer-reviewed) Learning to Resist Misinformation: A Field Experiment in India. learningtoresistmisinformationafieldexperimentinindia NA NA 80
Kozyreva_2024 Bowles, J., Croke, K., Larreguy, H., Liu, S., & Marshall, J. (2023). Sustaining Exposure to Fact-checks: Misinformation Discernment, Media Consumption, and its Political Implications. Sustaining Exposure to Fact-checks: Misinformation Discernment, Media Consumption, and its Political Implications. sustainingexposuretofactchecksmisinformationdiscernmentmediaconsumptionanditspoliticalimplications NA NA 81
Kozyreva_2024 Athey, S. C., Matias , C., Koutout, K., Kristine & Li, Z. (2023). Emotion- versus Reasoning-Based Drivers of Misinformation Sharing: A Field Experiment Using Text Message Courses in Kenya. Stanford University Graduate School of Business Research Paper No. 4489759. SSRN (Preprint, not peer-reviewed) Emotion- versus Reasoning-Based Drivers of Misinformation Sharing: A Field Experiment Using Text Message Courses in Kenya emotionversusreasoningbaseddriversofmisinformationsharingafieldexperimentusingtextmessagecoursesinkenya NA NA 82
Kozyreva_2024 Wineburg, S., & McGrew, S. (2019). Lateral reading and the nature of expertise: Reading less and learning more when evaluating digital information. Teachers College Record, 121(11), 1–40. Lateral reading and the nature of expertise: Reading less and learning more when evaluating digital information lateralreadingandthenatureofexpertisereadinglessandlearningmorewhenevaluatingdigitalinformation NA NA 83
Kozyreva_2024 McGrew, S., Smith, M., Breakstone, J., Ortega, T., Wineburg, S. (2019). Improving university students’ web savvy: An intervention study. British Journal of Educational Psychology, 89(3), 485–500. Improving university students’ web savvy: An intervention study improvinguniversitystudentswebsavvyaninterventionstudy NA NA 84
Kozyreva_2024 McGrew, S. (2020). Learning to evaluate: An intervention in civic online reasoning. Computers & Education, 145, Article 103711. Learning to evaluate: An intervention in civic online reasoning learningtoevaluateaninterventioninciviconlinereasoning NA NA 85
Kozyreva_2024 Donovan, A. M., & Rapp, D. N. (2020). Look it up: Online search reduces the problematic effects of exposures to inaccuracies. Memory & Cognition, 48(7), 1128–1145. Look it up: Online search reduces the problematic effects of exposures to inaccuracies lookituponlinesearchreducestheproblematiceffectsofexposurestoinaccuracies NA NA 86
Kozyreva_2024 Brodsky, J. E., Brooks, P. J., Scimeca, D., Todorova, R., Galati, P., Batson, M., Grosso, R., Matthews, M., Miller, V., & Caulfield, M. (2021). Improving college students’ fact checking strategies through lateral reading instruction in a general education civics course. Cognitive Research: Principles and Implications, 6(1), Article 23. Improving college students’ fact checking strategies through lateral reading instruction in a general education civics course improvingcollegestudentsfactcheckingstrategiesthroughlateralreadinginstructioninageneraleducationcivicscourse NA NA 87
Kozyreva_2024 Breakstone, J., Smith, M., Connors, P., Ortega, T., Kerr, D., & Wineburg, S. (2021). Lateral reading: College students learn to critically evaluate internet sources in an online course. The Harvard Kennedy School Misinformation Review, 2(1). Lateral reading: College students learn to critically evaluate internet sources in an online course lateralreadingcollegestudentslearntocriticallyevaluateinternetsourcesinanonlinecourse NA NA 88
Kozyreva_2024 Yang, S., Lee, J. W., Kim, H. J., Kang, M., Chong, E., & Kim, E. M. (2021). Can an online educational game contribute to developing information literate citizens? Computers & Education, 161, 104057. Can an online educational game contribute to developing information literate citizens? cananonlineeducationalgamecontributetodevelopinginformationliteratecitizens NA NA 89
Kozyreva_2024 Kobayashi, T., Taka, F., & Suzuki, T. (2021). Can “Googling” correct misbelief? Cognitive and affective consequences of online search. PLoS ONE, 16(9), e0256575. Can “Googling” correct misbelief? Cognitive and affective consequences of online search cangooglingcorrectmisbeliefcognitiveandaffectiveconsequencesofonlinesearch NA NA 90
Kozyreva_2024 Wineburg, S., Breakstone, J., McGrew, S., Smith, M. D., & Ortega, T. (2022). Lateral reading on the open Internet: A district-wide field study in high school government classes. Journal of Educational Psychology, 114(5), 893–909. Lateral reading on the open Internet: A district-wide field study in high school government classes lateralreadingontheopeninternetadistrictwidefieldstudyinhighschoolgovernmentclasses NA NA 91
Kozyreva_2024 Panizza, F., Ronzani, P., Martini, C., Mattavelli, S., Morisseau, T., & Motterlini, M. (2022). Lateral reading and monetary incentives to spot disinformation about science. Scientific Reports, 12(1), Article 5678. Lateral reading and monetary incentives to spot disinformation about science lateralreadingandmonetaryincentivestospotdisinformationaboutscience NA NA 92
Kozyreva_2024 McGrew, S., & Breakstone, J. (2023). Civic Online Reasoning across the curriculum: Developing and testing the efficacy of digital literacy lessons. AERA Open, 9. Civic Online Reasoning across the curriculum: Developing and testing the efficacy of digital literacy lessons civiconlinereasoningacrossthecurriculumdevelopingandtestingtheefficacyofdigitalliteracylessons NA NA 93
Kozyreva_2024 Fendt, M., Nistor, N., Scheibenzuber, C., & Artmann, B. (2023). Sourcing against misinformation: Effects of a scalable lateral reading training based on cognitive apprenticeship. Computers in Human Behavior, 146, 107820. Sourcing against misinformation: Effects of a scalable lateral reading training based on cognitive apprenticeship sourcingagainstmisinformationeffectsofascalablelateralreadingtrainingbasedoncognitiveapprenticeship TRUE Kozyreva_2024, Sun_2025 94
Kozyreva_2024 Barzilai. S., Mor-Hagani S., Abed F., Tal-Savir D., Goldik N., Talmon I, Davidow O. (2023). Misinformation Is Contagious: Middle school students learn how to evaluate and share information responsibly through a digital game. Computers & Education, 202, 104832. Misinformation Is Contagious: Middle school students learn how to evaluate and share information responsibly through a digital game misinformationiscontagiousmiddleschoolstudentslearnhowtoevaluateandshareinformationresponsiblythroughadigitalgame NA NA 95
Kozyreva_2024 Apuke, O. D., & Gever, C. V. (2023). A quasi experiment on how the field of librarianship can help in combating fake news. The Journal of Academic Librarianship, 49(1), 102616 A quasi experiment on how the field of librarianship can help in combating fake news aquasiexperimentonhowthefieldoflibrarianshipcanhelpincombatingfakenews NA NA 96
Kozyreva_2024 Resnick, P., Alfayez, A., Im, J., & Gilbert, E. (2023). Searching for or reviewing evidence improves crowdworkers’ misinformation judgments and reduces partisan bias. Collective Intelligence, 2(2). Searching for or reviewing evidence improves crowdworkers’ misinformation judgments and reduces partisan bias searchingfororreviewingevidenceimprovescrowdworkersmisinformationjudgmentsandreducespartisanbias NA NA 97
Kozyreva_2024 Ali, A., & Qazi, I. A. (2023). Countering misinformation on social media through educational interventions: Evidence from a randomized experiment in Pakistan. Journal of Development Economics, 169,103108. Countering misinformation on social media through educational interventions: Evidence from a randomized experiment in Pakistan counteringmisinformationonsocialmediathrougheducationalinterventionsevidencefromarandomizedexperimentinpakistan NA NA 98
Kozyreva_2024 Qian, S., Shen, C., & Zhang, J. (2023). Fighting cheapfakes: using a digital media literacy intervention to motivate reverse search of out-of-context visual misinformation. Journal of Computer-Mediated Communication, 28(1), zmac024. Fighting cheapfakes: using a digital media literacy intervention to motivate reverse search of out-of-context visual misinformation fightingcheapfakesusingadigitalmedialiteracyinterventiontomotivatereversesearchofoutofcontextvisualmisinformation NA NA 99
Kozyreva_2024 Kim, A., Moravec, P. L., & Dennis, A. R. (2019). Combating Fake News on Social Media with Source Ratings: The Effects of User and Expert Reputation Ratings, Journal of Management Information Systems, 36:3, 931-968. Combating Fake News on Social Media with Source Ratings: The Effects of User and Expert Reputation Ratings combatingfakenewsonsocialmediawithsourceratingstheeffectsofuserandexpertreputationratings NA NA 100
Kozyreva_2024 Aslett, K., Guess, A. M., Bonneau, R., Nagler, J., & Tucker, J. A. (2022). News credibility labels have limited average effects on news diet quality and fail to reduce misperceptions. Science advances, 8(18), eabl3844. News credibility labels have limited average effects on news diet quality and fail to reduce misperceptions newscredibilitylabelshavelimitedaverageeffectsonnewsdietqualityandfailtoreducemisperceptions NA NA 101
Kozyreva_2024 Shahid, F., Mare, S., & Vashistha, A., (2022). Examining Source Effects on Perceptions of Fake News in Rural India. Proc. ACM Hum.-Comput. Interact. 6, CSCW1, Article 89(April). Examining Source Effects on Perceptions of Fake News in Rural India examiningsourceeffectsonperceptionsoffakenewsinruralindia NA NA 102
Kozyreva_2024 Celadin, T., Capraro, V. ., Pennycook, G., & Rand, D. G. (2023). Displaying News Source Trustworthiness Ratings Reduces Sharing Intentions for False News Posts. Journal of Online Trust and Safety, 1(5). Displaying News Source Trustworthiness Ratings Reduces Sharing Intentions for False News Posts displayingnewssourcetrustworthinessratingsreducessharingintentionsforfalsenewsposts NA NA 103
Kozyreva_2024 Cookson, D., Jolley, D., Dempsey, R. C., & Povey, R. (2021). A social norms approach intervention to address misperceptions of anti-vaccine conspiracy beliefs amongst UK parents. PLOS ONE, 16(11), Article e0258985. A social norms approach intervention to address misperceptions of anti-vaccine conspiracy beliefs amongst UK parents asocialnormsapproachinterventiontoaddressmisperceptionsofantivaccineconspiracybeliefsamongstukparents NA NA 104
Kozyreva_2024 Andı, S. & Akesson, J. (2021). Nudging away false news: Evidence from a social norms experiment. Digital Journalism, 9(1), 106–125. Nudging away false news: Evidence from a social norms experiment nudgingawayfalsenewsevidencefromasocialnormsexperiment NA NA 105
Kozyreva_2024 Ecker, U. K. H., Sanderson, J. A., McIlhiney, P., Rowsell, J. J., Quekett, H. L., Brown, G. D. A., & Lewandowsky, S. (2022). Combining refutations and social norms increases belief change. Quarterly Journal of Experimental Psychology. Combining refutations and social norms increases belief change combiningrefutationsandsocialnormsincreasesbeliefchange NA NA 106
Kozyreva_2024 Prike, T., Butler, L., & Ecker, U. K. H. (2023). Source-credibility information and social norms improve truth discernment and reduce engagement with misinformation online. Scientific Reports, 14, 6900 Source-credibility information and social norms improve truth discernment and reduce engagement with misinformation online sourcecredibilityinformationandsocialnormsimprovetruthdiscernmentandreduceengagementwithmisinformationonline NA NA 107
Kozyreva_2024 Ecker, U. K. H., Lewandowsky, S., & Tang, D. T. W. (2010). Explicit warnings reduce but do not eliminate the continued influence of misinformation. Memory & Cognition, 38(8), 1087–1100. Explicit warnings reduce but do not eliminate the continued influence of misinformation explicitwarningsreducebutdonoteliminatethecontinuedinfluenceofmisinformation NA NA 108
Kozyreva_2024 Mena, P. (2019). Cleaning Up Social Media: The Effect of Warning Labels on Likelihood of Sharing False News on Facebook. Policy & Internet, 12(2): 165-183. Cleaning Up Social Media: The Effect of Warning Labels on Likelihood of Sharing False News on Facebook cleaningupsocialmediatheeffectofwarninglabelsonlikelihoodofsharingfalsenewsonfacebook NA NA 109
Kozyreva_2024 Pennycook, G., Bear, A., Collins, E. T., & Rand, D. G. (2020). The implied truth effect: Attaching warnings to a subset of fake news headlines increases perceived accuracy of headlines without warnings. Management Science, 66(11), 4944–4957. The implied truth effect: Attaching warnings to a subset of fake news headlines increases perceived accuracy of headlines without warnings theimpliedtrutheffectattachingwarningstoasubsetoffakenewsheadlinesincreasesperceivedaccuracyofheadlineswithoutwarnings NA NA 110
Kozyreva_2024 Ecker, U. K. H., O’Reilly, Z., Reid, J. S., & Chang, E. P. (2020). The effectiveness of short-format refutational fact-checks. The British Journal of Psychology, 111, 36-54. The effectiveness of short-format refutational fact-checks theeffectivenessofshortformatrefutationalfactchecks NA NA 111
Kozyreva_2024 Grady, R. H., Ditto, P. H., & Loftus, E. F. (2021). Nevertheless, partisanship persisted: Fake news warnings help briefly, but bias returns with time. Cognitive Research: Principles and Implications, 6(1), Article 52. Nevertheless, partisanship persisted: Fake news warnings help briefly, but bias returns with time neverthelesspartisanshippersistedfakenewswarningshelpbrieflybutbiasreturnswithtime NA NA 112
Kozyreva_2024 Lee, J., Kim, J. W., & Yun Lee, H. (2023). Unlocking Conspiracy Belief Systems: How Fact-Checking Label on Twitter Counters Conspiratorial MMR Vaccine Misinformation. Health
Communication, 38(9), 1780-1792. Unlocking Conspiracy Belief Systems: How Fact-Checking Label on Twitter Counters Conspiratorial MMR Vaccine Misinformation unlockingconspiracybeliefsystemshowfactcheckinglabelontwittercountersconspiratorialmmrvaccinemisinformation NA NA 113
Kozyreva_2024 Koch, T. K., Frischlich, L., & Lermer, E. (2023). Effects of fact‐checking warning labels and social endorsement cues on climate change fake news credibility and engagement on social media. Journal of Applied Social Psychology, 53(6): 495-507. Effects of fact‐checking warning labels and social endorsement cues on climate change fake news credibility and engagement on social media effectsoffactcheckingwarninglabelsandsocialendorsementcuesonclimatechangefakenewscredibilityandengagementonsocialmedia NA NA 114
Kozyreva_2024 Moon, W.-K., Chung, M., & Jones-Jang, S. Mo. (2022). How Can We Fight Partisan Biases in the COVID-19 Pandemic? AI Source Labels on Fact-checking Messages Reduce Motivated Reasoning.
Mass Communication and Society, 26(4): 646-670. How Can We Fight Partisan Biases in the COVID-19 Pandemic? AI Source Labels on Fact-checking Messages Reduce Motivated Reasoning howcanwefightpartisanbiasesinthecovidpandemicaisourcelabelsonfactcheckingmessagesreducemotivatedreasoning NA NA 115
Sun_2025 Disentangling Item and Testing Effects in Inoculation Research on Online Misinformation: Solomon Revisited Disentangling Item and Testing Effects in Inoculation Research on Online Misinformation: Solomon Revisited disentanglingitemandtestingeffectsininoculationresearchononlinemisinformationsolomonrevisited NA NA 116
Sun_2025 The Spot the Troll Quiz game increases accuracy in discerning between real and i/uthentic social media accounts The Spot the Troll Quiz game increases accuracy in discerning between real and i/uthentic social media accounts thespotthetrollquizgameincreasesaccuracyindiscerningbetweenrealandiuthenticsocialmediaaccounts NA NA 117
Sun_2025 Psychological inoculation strategies to fight climate disinformation across 12 countries Psychological inoculation strategies to fight climate disinformation across 12 countries psychologicalinoculationstrategiestofightclimatedisinformationacrosscountries NA NA 118
Sun_2025 Mixed News about the Bad News Game Mixed News about the Bad News Game mixednewsaboutthebadnewsgame NA NA 119
Sun_2025 A Health Media Literacy Intervention Increases Skepticism of Both I/ccurate and Accurate Cancer News Among U.S. Adults A Health Media Literacy Intervention Increases Skepticism of Both I/ccurate and Accurate Cancer News Among U.S. Adults ahealthmedialiteracyinterventionincreasesskepticismofbothiccurateandaccuratecancernewsamongusadults NA NA 120
Sun_2025 Prominent misinformation interventions reduce misperceptions but increase scepticism Prominent misinformation interventions reduce misperceptions but increase scepticism prominentmisinformationinterventionsreducemisperceptionsbutincreasescepticism NA NA 121
Sun_2025 Strategies to combat misinformation: Enduring effects of a 15-minute online intervention on critical-thinking adolescents Strategies to combat misinformation: Enduring effects of a 15-minute online intervention on critical-thinking adolescents strategiestocombatmisinformationenduringeffectsofaminuteonlineinterventiononcriticalthinkingadolescents NA NA 122
Sun_2025 Feedback exercises boost discernment of misinformation for gamified inoculation interventions Feedback exercises boost discernment of misinformation for gamified inoculation interventions feedbackexercisesboostdiscernmentofmisinformationforgamifiedinoculationinterventions NA NA 123
Sun_2025 Critical thinking and misinformation vulnerability: experimental evidence from Colombia Critical thinking and misinformation vulnerability: experimental evidence from Colombia criticalthinkingandmisinformationvulnerabilityexperimentalevidencefromcolombia NA NA 124
Sun_2025 Is the COVID-19 bad news game good news? Testing whether creating and dissemi/ting fake news about vaccines in a computer game reduces people’s belief in anti-vaccine arguments Is the COVID-19 bad news game good news? Testing whether creating and dissemi/ting fake news about vaccines in a computer game reduces people’s belief in anti-vaccine arguments isthecovidbadnewsgamegoodnewstestingwhethercreatinganddissemitingfakenewsaboutvaccinesinacomputergamereducespeoplesbeliefinantivaccinearguments NA NA 125

References

Kozyreva, Anastasia, Philipp Lorenz-Spreen, Stefan M. Herzog, Ullrich K. H. Ecker, Stephan Lewandowsky, Ralph Hertwig, Ayesha Ali, et al. 2024. “Toolbox of Individual-Level Interventions Against Online Misinformation.” Nature Human Behaviour, May. https://doi.org/10.1038/s41562-024-01881-0.
Pfänder, Jan, and Sacha Altay. 2025. “Spotting False News and Doubting True News: A Systematic Review and Meta-Analysis of News Judgements.” Nature Human Behaviour, February, 1–12. https://doi.org/10.1038/s41562-024-02086-1.
Sultan, Mubashir, Alan N. Tump, Nina Ehmann, Philipp Lorenz-Spreen, Ralph Hertwig, Anton Gollwitzer, and Ralf H. J. M. Kurvers. 2024. “Susceptibility to Online Misinformation: A Systematic Meta-Analysis of Demographic and Psychological Factors.” Proceedings of the National Academy of Sciences 121 (47): e2409329121. https://doi.org/10.1073/pnas.2409329121.
Sun, Xiaojun, Xuqing Bai, Bizhong Chen, Gengfeng Niu, and Peipei Mao. 2025. “The Impact of Prebunking Interventions Against Misinformation on Discrimination Ability and Criterion: An IPD Network Meta-Analysis,” May. https://doi.org/10.21203/rs.3.rs-6660774/v1.