Blissfully ignorant: the effects of general privacy concerns, general institutional trust, and affect in the privacy calculus
Abstract
Existing research on information privacy has mostly relied on the privacy calculus model, which views privacy‐related decision‐making as a rational process where individuals weigh the anticipated risks of disclosing personal data against the potential benefits. In this research, we develop an extension to the privacy calculus model, arguing that the situation‐specific assessment of risks and benefits is bounded by (1) pre‐existing attitudes or dispositions, such as general privacy concerns or general institutional trust, and (2) limited cognitive resources and heuristic thinking. An experimental study, employing two samples from the USA and Switzerland, examined consumer responses to a new smartphone application that collects driving behavior data and provided converging support for these predictions. Specifically, the results revealed that a situation‐specific assessment of risks and benefits fully mediates the effect of dispositional factors on information disclosure. In addition, the results showed that privacy assessment is influenced by momentary affective states, indicating that consumers underestimate the risks of information disclosure when confronted with a user interface that elicits positive affect.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The social representation about privacy is not yet formed by lay-users.
“This is in line with Kehr et al. (2015) who suggest that the social representation about privacy is not yet formed by lay-users.”
From Putting the privacy paradox to the test: Online privacy and security behaviors among users with technical knowledge, privacy awareness, and financial resources (2019) · cites this paper as Kehr et al. (2015)
Privacy disclosure intention is determined by situational cues even if dispositional attitudes regarding privacy behavior are different to intention.
“Eventually, privacy disclosure intention is determined by situational cues even if dispositional attitudes regarding privacy behavior are different to intention.”
From The privacy paradox – investigating discrepancies between expressed privacy concerns and actual online behavior – a systematic literature review (2017) · cites this paper as Kehr et al., 2015
Privacy decisions are driven by situation-specific privacy assessment, general dispositions and affect-based heuristics.
“The study of Kehr et al. (2015) showed that privacy decisions are driven by situation-specific privacy assessment, general dispositions (i.e.general privacy concerns, institutional trust) and affect-based heuristics (quite often subconscious processes).”
From The privacy paradox – investigating discrepancies between expressed privacy concerns and actual online behavior – a systematic literature review (2017) · cites this paper as Kehr et al., 2015
Kehr et al. (2015) concluded that the privacy paradox may result from misleading situational cues which bias cognitive valuation processes and the prevalence of situation-specific considerations as compared to generic attitudes.
“In reference to cognitive heuristics and mental shortcuts, Kehr et al. (2015) concluded that the privacy paradox may result from misleading situational cues which bias cognitive valuation processes (e.g.affective thinking) and the prevalence of situation-specific considerations as compared to generic attitudes (Extension to the Privacy Calculus Theory).”
From The privacy paradox – investigating discrepancies between expressed privacy concerns and actual online behavior – a systematic literature review (2017) · cites this paper as Kehr et al., 2015
Cites
Evaluating structural equation models with unobservable variables and measurement error
Fornell, C., & Larcker, D. F. (1981) · Journal of Marketing Research · doi:10.1177/002224378101800104 · Cited by 109,190 · see citing works
Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003) · Journal of Applied Psychology · doi:10.1037/0021-9010.88.5.879 · Cited by 82,194 · see citing works
From Intentions to Actions: A Theory of Planned Behavior
Ajzen, I. (1985) · Action Control · doi:10.1007/978-3-642-69746-3_2 · Cited by 19,057 · see citing works
A BEHAVIORAL MODEL OF RATIONAL CHOICE
Simon, H. A. (1955) · The Quarterly Journal of Economics · doi:10.2307/1884852 · Cited by 15,877 · see citing works
A comparison of methods to test mediation and other intervening variable effects
MacKinnon, D. P., Lockwood, C. M., Hoffman, J. M., West, S. G., & Sheets, V. (2002) · Psychological Methods · doi:10.1037/1082-989x.7.1.83 · Cited by 9,406 · see citing works
Feeling and thinking: Preferences need no inferences.
Zajonc, R. B. (1980) · American Psychologist · doi:10.1037/0003-066x.35.2.151 · Cited by 8,094 · see citing works
Vandenberg, R. J., & Lance, C. E. (2000) · Organizational Research Methods · doi:10.1177/109442810031002 · Cited by 7,997 · see citing works
Structural Equation Modeling and Regression: Guidelines for Research Practice
Gefen, D., Straub, D., & Boudreau, M.-C. (2000) · Communications of the Association for Information Systems · doi:10.17705/1cais.00407 · Cited by 6,416 · see citing works
Loewenstein, G. F., Weber, E. U., Hsee, C. K., & Welch, N. (2001) · Psychological Bulletin · doi:10.1037/0033-2909.127.2.267 · Cited by 5,955 · see citing works
A scaled difference chi-square test statistic for moment structure analysis
Satorra, A., & Bentler, P. M. (2001) · Psychometrika · doi:10.1007/bf02296192 · Cited by 5,282 · see citing works
Assessing Measurement Invariance in Cross‐National Consumer Research
Steenkamp, J. E. M., & Baumgartner, H. (1998) · Journal of Consumer Research · doi:10.1086/209528 · Cited by 4,760 · see citing works
Gigerenzer, G., & Gaissmaier, W. (2011) · Annual Review of Psychology · doi:10.1146/annurev-psych-120709-145346 · Cited by 4,037 · see citing works
Byrne, B. M., Shavelson, R. J., & Muthén, B. (1989) · Psychological Bulletin · doi:10.1037/0033-2909.105.3.456 · Cited by 3,928 · see citing works
Risk as Analysis and Risk as Feelings: Some Thoughts about Affect, Reason, Risk, and Rationality
Slovic, P., Finucane, M. L., Peters, E., & MacGregor, D. G. (2004) · Risk Analysis · doi:10.1111/j.0272-4332.2004.00433.x · Cited by 3,885 · see citing works
Experimental evidence of massive-scale emotional contagion through social networks
Kramer, A. D. I., Guillory, J. E., & Hancock, J. T. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1320040111 · Cited by 3,687 · see citing works
Kim, D. J., Ferrin, D. L., & Rao, H. R. (2008) · Decision Support Systems · doi:10.1016/j.dss.2007.07.001 · Cited by 3,613 · see citing works
When moderation is mediated and mediation is moderated.
Müller, D., Judd, C. M., & Yzerbyt, V. Y. (2005) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.89.6.852 · Cited by 3,332 · see citing works
Internet Users' Information Privacy Concerns (IUIPC): The Construct, the Scale, and a Causal Model
Malhotra, N. K., Kim, S. S., & Agarwal, J. (2004) · Information Systems Research · doi:10.1287/isre.1040.0032 · Cited by 3,173 · see citing works
MacKenzie, S. B., Podsakoff, P. M., & Podsakoff, N. P. (2011) · MIS Quarterly · doi:10.2307/23044045 · Cited by 3,165 · see citing works
Rational Decision-Making in Business OrganizationsPreprint
Simon, H. A. (1979) · RePEc: Research Papers in Economics · Cited by 2,912 · see citing works
Integration of the cognitive and the psychodynamic unconscious
Epstein, S. (1994) · American Psychologist · doi:10.1037/0003-066x.49.8.709 · Cited by 2,883 · cited 2× · see citing works
“In contrast, individuals ’ decision-making relies on rationality, logical connections and conscious cognitive processing when in rule-based mode (e.g. Epstein, 1994; Loewenstein et al ., 2001; Reyna, 2004; Finucane & Holup, 2006).”
BackgroundHow safe is safe enough? A psychometric study of attitudes towards technological risks and benefits
Fischhoff, B., Slovic, P., Lichtenstein, S., Read, S. W., & Combs, B. (1978) · Policy Sciences · doi:10.1007/bf00143739 · Cited by 2,838 · see citing works
Pavlou, P. A., & Fygenson, M. (2006) · MIS Quarterly · doi:10.2307/25148720 · Cited by 2,685 · see citing works
An Extended Privacy Calculus Model for E-Commerce Transactions
Dinev, T., & Hart, P. (2006) · Information Systems Research · doi:10.1287/isre.1060.0080 · Cited by 2,640 · see citing works
Building Effective Online Marketplaces with Institution-Based Trust
Pavlou, P. A., & Gefen, D. (2004) · Information Systems Research · doi:10.1287/isre.1040.0015 · Cited by 2,516 · see citing works
Slovic, P., Finucane, M., Peters, E., & MacGregor, D. G. (2002) · Heuristics and Biases · doi:10.1017/cbo9780511808098.025 · Cited by 2,349 · see citing works
A checklist for testing measurement invariance
van de Schoot, R., Lugtig, P., & Hox, J. (2012) · European Journal of Developmental Psychology · doi:10.1080/17405629.2012.686740 · Cited by 2,064 · see citing works
Information Privacy Research: an Interdisciplinary Review1
Smith, H. J., Dinev, T., & Xu, H. (2011) · MIS Quarterly · doi:10.2307/41409970 · Cited by 2,013 · see citing works
Handbook of theories of social psychology
(2012) · Choice Reviews Online · doi:10.5860/choice.49-5135 · Cited by 1,924 · see citing works
Information Privacy Concerns, Procedural Fairness, and Impersonal Trust: An Empirical Investigation
Culnan, M. J., & Armstrong, P. K. (1999) · Organization Science · doi:10.1287/orsc.10.1.104 · Cited by 1,870 · see citing works
Gefen (2011) · doi:10.2307/23044042 · Cited by 1,596 · see citing works
Slovic, P., Finucane, M. L., Peters, E., & MacGregor, D. G. (2007) · European Journal of Operational Research · doi:10.1016/j.ejor.2005.04.006 · Cited by 1,537 · see citing works
The Privacy Paradox: Personal Information Disclosure Intentions versus Behaviors
NORBERG, P. A., HORNE, D. R., & HORNE, D. A. (2007) · Journal of Consumer Affairs · doi:10.1111/j.1745-6606.2006.00070.x · Cited by 1,526 · see citing works
Re-Examining Perceived Ease of Use and Usefulness: A Confirmatory Factor Analysis
Segars, A. H., & Grover, V. (1993) · MIS Quarterly · doi:10.2307/249590 · Cited by 1,525 · see citing works
Social Measurement: Current Issues
Bohrnstedt, G. W., & Borgatta, E. F. (1981) · Medical Entomology and Zoology · Cited by 1,397 · see citing works
Privacy in the Digital Age: a Review of Information Privacy Research in Information Systems1
Bélanger, F., & Crossler, R. E. (2011) · MIS Quarterly · doi:10.2307/41409971 · Cited by 1,339 · see citing works
Awad, N. F., & Krishnan, M. S. (2006) · MIS Quarterly · doi:10.2307/25148715 · Cited by 1,252 · see citing works
A Psychological Study of the Inverse Relationship Between Perceived Risk and Perceived Benefit
Alhakami, A. S., & Slovic, P. (1994) · Risk Analysis · doi:10.1111/j.1539-6924.1994.tb00080.x · Cited by 1,151 · see citing works
The Handbook of emotion elicitation and assessment
(2008) · Choice Reviews Online · doi:10.5860/choice.46-1769 · Cited by 1,127 · see citing works
Privacy and rationality in individual decision making
Acquisti, A., & Grossklags, J. (2005) · IEEE Security and Privacy Magazine · doi:10.1109/msp.2005.22 · Cited by 1,123 · see citing works
Heart Strings and Purse Strings: Carryover Effects of Emotions on Economic Decisions
Lerner, J. S., Small, D. A., & Loewenstein, G. (2004) · Psychological Science · doi:10.1111/j.0956-7976.2004.00679.x · Cited by 959 · see citing works
Bansal, G., Zahedi, F. “., & Gefen, D. (2010) · Decision Support Systems · doi:10.1016/j.dss.2010.01.010 · Cited by 958 · see citing works
Feelings-as-Information Theory
Schwarz, N. (2012) · SAGE Publications Ltd eBooks · doi:10.4135/9781446249215.n15 · Cited by 927 · see citing works
Salient Value Similarity, Social Trust, and Risk/Benefit Perception
Siegrist, M., Cvetkovich, G. T., & Roth, C. (2000) · Risk Analysis · doi:10.1111/0272-4332.203034 · Cited by 905 · see citing works
The Effect of Online Privacy Information on Purchasing Behavior: An Experimental Study
Tsai, J., Egelman, S., Cranor, L. F., & Acquisti, A. (2010) · Information Systems Research · doi:10.1287/isre.1090.0260 · Cited by 879 · see citing works
Chin, W. W., & Gopal, A. (1995) · ACM SIGMIS Database the DATABASE for Advances in Information Systems · doi:10.1145/217278.217285 · Cited by 842 · see citing works
The Role of Push-Pull Technology in Privacy Calculus: The Case of Location-Based Services
Xu, H., Teo, H., Tan, B. C. Y., & Agarwal, R. (2009) · Journal of Management Information Systems · doi:10.2753/mis0742-1222260305 · Cited by 816 · see citing works
Consumer Privacy: Balancing Economic and Justice Considerations
Culnan, M. J., & Bies, R. J. (2003) · Journal of Social Issues · doi:10.1111/1540-4560.00067 · Cited by 779 · see citing works
Information Privacy Concerns: Linking Individual Perceptions with Institutional Privacy Assurances
Xu, H., Dinev, T., Smith, J., & Hart, P. (2011) · Journal of the Association for Information Systems · doi:10.17705/1jais.00281 · Cited by 776 · see citing works
Koufteros, X. (1999) · Journal of Operations Management · doi:10.1016/s0272-6963(99)00002-9 · Cited by 751 · see citing works
Xu, H., Luo, X. (., Carroll, J. M., & Rosson, M. B. (2011) · Decision Support Systems · doi:10.1016/j.dss.2010.11.017 · Cited by 708 · see citing works
Music, Pandas, and Muggers: On the Affective Psychology of Value.
Hsee, C. K., & Rottenstreich, Y. (2004) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.133.1.23 · Cited by 654 · see citing works
How People Make Decisions That Involve Risk
Reyna, V. F. (2004) · Current Directions in Psychological Science · doi:10.1111/j.0963-7214.2004.00275.x · Cited by 639 · see citing works
The Value of Privacy Assurance: An Exploratory Field Experiment1
Hui, K.-L., Teo, H. H., & Lee, S.-Y. T. (2007) · MIS Quarterly · doi:10.2307/25148779 · Cited by 614 · see citing works
Ajzen, I., Brown, T. C., & Carvajal, F. (2004) · Personality and Social Psychology Bulletin · doi:10.1177/0146167204264079 · Cited by 605 · see citing works
Privacy in electronic commerce and the economics of immediate gratification
Acquisti, A. (2004) · Proceedings of the 5th ACM conference on Electronic commerce · doi:10.1145/988772.988777 · Cited by 561 · see citing works
An Update and Extension to SEM Guidelines for Admnistrative and Social Science Research
Gefen, D., Rigdon, E. E., & Straub, D. W. (2011) · Journal of the Association for Information Systems · Cited by 542 · see citing works
Anderson, C. L., & Agarwal, R. (2011) · Information Systems Research · doi:10.1287/isre.1100.0335 · Cited by 533 · see citing works
Smartphone App Use Among Medical Providers in ACGME Training Programs
Franko, O. I., & Tirrell, T. F. (2011) · Journal of Medical Systems · doi:10.1007/s10916-011-9798-7 · Cited by 531 · see citing works
Acquisti, A., John, L. K., & Loewenstein, G. F. (2013) · The Journal of Legal Studies · doi:10.1086/671754 · Cited by 523 · see citing works
Misplaced Confidences: Privacy and the Control Paradox
Brandimarte, L., Acquisti, A., & Loewenstein, G. (2013) · Social Psychological and Personality Science · doi:10.1177/1948550612455931 · Cited by 522 · see citing works
Dinev, T., Xu, H., Smith, J., & Hart, P. (2012) · European Journal of Information Systems · doi:10.1057/ejis.2012.23 · Cited by 495 · see citing works
(1994) · Cited by 459 · see citing works
Sonderegger, A., & Sauer, J. (2009) · Applied Ergonomics · doi:10.1016/j.apergo.2009.09.002 · Cited by 458 · see citing works
State of the Information Privacy Literature: Where Are We Now and Where Should We Go?
Pavlou (2011) · MIS Quarterly · doi:10.2307/41409969 · Cited by 429 · see citing works
Teo, T. P., Lee, C. B., Chai, C. S., & Wong, S. L. (2009) · Computers & Education · doi:10.1016/j.compedu.2009.05.017 · Cited by 403 · see citing works
Li, H. Z., Sarathy, R., & Xu, H. (2011) · Decision Support Systems · doi:10.1016/j.dss.2011.01.017 · Cited by 402 · see citing works
Concern for Information Privacy and Online Consumer Purchasing
Slyke, C. V., Shim, J. T., Johnson, R. D., & Jiang, J. J. (2006) · Journal of the Association for Information Systems · doi:10.17705/1jais.00092 · Cited by 397 · see citing works
Privacy calculus model in e-commerce – a study of Italy and the United States
Dinev, T., Bellotto, M., Hart, P., Russo, V., Serra, I., & Colautti, C. (2006) · European Journal of Information Systems · doi:10.1057/palgrave.ejis.3000590 · Cited by 390 · see citing works
Defaults, Framing and Privacy: Why Opting In-Opting Out1
Johnson, E. J., Bellman, S., & Lohse, G. L. (2002) · Marketing Letters · doi:10.1023/a:1015044207315 · Cited by 388 · see citing works
Handbook of Emotion Elicitation and Assessment
(2007) · doi:10.1093/oso/9780195169157.001.0001 · Cited by 348 · see citing works
Information disclosure on mobile devices: Re-examining privacy calculus with actual user behavior
Keith, M. J., Thompson, S. C., Hale, J., Lowry, P. B., & Greer, C. (2013) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2013.08.016 · Cited by 337 · see citing works
Personality in Cultural Context: Methodological Issues
van de Vijver, F., & Leung, K. (2001) · Journal of Personality · doi:10.1111/1467-6494.696173 · Cited by 329 · see citing works
Krasnova, H., Veltri, N. F., & Günther, O. (2012) · Business & Information Systems Engineering · doi:10.1007/s12599-012-0216-6 · Cited by 317 · see citing works
How Ethics Can Enhance Organizational Privacy: Lessons from the ChoicePoint and TJX Data Breaches1
Culnan, M. J., & Williams, C. C. (2009) · MIS Quarterly · doi:10.2307/20650322 · Cited by 301 · see citing works
Hu, X., Wu, G., Wu, Y., & Zhang, H. (2009) · Decision Support Systems · doi:10.1016/j.dss.2009.10.004 · Cited by 262 · see citing works
Dinev, T., Goo, J., Hu, Q., & Nam, K. (2009) · Information Systems Journal · doi:10.1111/j.1365-2575.2007.00289.x · Cited by 259 · see citing works
Disclosure Antecedents in an Online Service Context: The Role of Sensitivity of Information
Mothersbaugh, D. L., Foxx, W. K., Beatty, S. E., & Wang, S. (2012) · Journal of Service Research · doi:10.1177/1094670511424924 · Cited by 257 · see citing works
How do people judge risks: Availability heuristic, affect heuristic, or both?
Pachur, T., Hertwig, R., & Steinmann, F. (2012) · Journal of Experimental Psychology Applied · doi:10.1037/a0028279 · Cited by 251 · see citing works
Nudging privacy: The behavioral economics of personal information
Acquisti, A. (2009) · IEEE Security & Privacy Magazine · doi:10.1109/msp.2009.163 · Cited by 246 · see citing works
DeCoster, J., & Claypool, H. M. (2004) · Personality and Social Psychology Review · doi:10.1207/s15327957pspr0801_1 · Cited by 216 · see citing works
Stone, J., & Fernandez, N. C. (2008) · Social and Personality Psychology Compass · doi:10.1111/j.1751-9004.2008.00088.x · Cited by 215 · see citing works
Bounded rationality and satisficing in young people's Web‐based decision making
Agosto, D. E. (2002) · Journal of the American Society for Information Science and Technology · doi:10.1002/asi.10024 · Cited by 202 · see citing works
“Neither an angel nor an ant”: Emotion as an aid to bounded rationality
Hanoch, Y. (2002) · Journal of Economic Psychology · doi:10.1016/s0167-4870(01)00065-4 · Cited by 201 · see citing works
Rohm, A. J., & Milne, G. R. (2002) · Journal of Business Research · doi:10.1016/s0148-2963(02)00345-4 · Cited by 200 · see citing works
Beginning SAP R/3 Implementation at Geneva Pharmaceuticals
Bhattacherjee, A. (2000) · Communications of the Association for Information Systems · doi:10.17705/1cais.00402 · Cited by 194 · see citing works
Großklags, J., & Acquisti, A. (2007) · WEIS · Cited by 190 · see citing works
An Investigation of the Mediational Mechanisms Underlying Attitudinal Conditioning
Kim, J., Allen, C. T., & Kardes, F. R. (1996) · Journal of Marketing Research · doi:10.1177/002224379603300306 · Cited by 178 · see citing works
The influence of user affect in online information disclosure
Wakefield, R. (2013) · The Journal of Strategic Information Systems · doi:10.1016/j.jsis.2013.01.003 · Cited by 172 · see citing works
Fox, E. (2008) · doi:10.1007/978-1-137-07946-6 · Cited by 161 · see citing works
Hui, K.-L., Tan, B. C. Y., & Goh, C.-Y. (2006) · ACM Transactions on Internet Technology · doi:10.1145/1183463.1183467 · Cited by 156 · see citing works
Personal information privacy and emerging technologies
Conger, S. A., Pratt, J. H., & Loch, K. D. (2012) · Information Systems Journal · doi:10.1111/j.1365-2575.2012.00402.x · Cited by 131 · see citing works
Milne, G. R., & Culnan, M. J. (2002) · The Information Society · doi:10.1080/01972240290108168 · Cited by 129 · see citing works
Risk as Value: Combining Affect and Analysis in Risk Judgments
Finucane, M. L., & Holup, J. L. (2005) · Journal of Risk Research · doi:10.1080/13669870500166930 · Cited by 128 · see citing works
Emotion science: cognitive and neuroscientific approaches to understanding human emotions
(2009) · Choice Reviews Online · doi:10.5860/choice.46-5903 · Cited by 123 · see citing works
Xie, E., Teo, H.-H., & Wan, W. (2006) · Marketing Letters · doi:10.1007/s11002-006-4147-1 · Cited by 122 · see citing works
Sonderegger, A., Zbinden, G., Uebelbacher, A., & Sauer, J. (2012) · Ergonomics · doi:10.1080/00140139.2012.672658 · Cited by 102 · see citing works
Risk Perception by Patients with Anxiety Disorders
Nesse, R. M., & KLAAS, R. (1994) · The Journal of Nervous and Mental Disease · doi:10.1097/00005053-199408000-00008 · Cited by 94 · see citing works
Morality, Ethics, and Reflection: A Categorization of Normative IS Research
Stahl, B. C. (2012) · Journal of the Association for Information Systems · doi:10.17705/1jais.00304 · Cited by 90 · see citing works
Ethical theory, codes of ethics and IS practice
Walsham, G. (1996) · Information Systems Journal · doi:10.1046/j.1365-2575.1996.00105.x · Cited by 89 · see citing works
Zhang, P. (2007) · Advances in appreciative inquiry · doi:10.1016/s1475-9152(07)00204-9 · Cited by 78 · see citing works
(2012) · ScholarsArchive (Brigham Young University) · Cited by 66 · see citing works
Smartphone sensor data as digital evidence
Mylonas, A., Meletiadis, V., Mitrou, L., & Gritzalis, D. A. (2013) · Computers & Security · doi:10.1016/j.cose.2013.03.007 · Cited by 59 · see citing works
Pengnate, S. F., & Antonenko, P. (2012) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2012.735185 · Cited by 34 · see citing works
Counteracting the Negative Effect of Form Auto-completion on the Privacy Calculus
Knijnenburg, B. P., Kobsa, A., & Jin, H. (2013) · Cited by 29 · see citing works
Affect and Online Privacy ConcernsPreprint
Nyshadham, E. A., & Castano, D. (2012) · SSRN Electronic Journal · doi:10.2139/ssrn.2051044 · Cited by 13 · see citing works
Examining the Rationality of Location Data Disclosure through Mobile Devices
Keith, M. J., Thompson, S. C., Hale, J. E., & Greer, C. (2012) · International Conference on Information Systems · Cited by 12 · see citing works
What drives users' website registration? A randomized field experiment
Li, T., Pavlou, P. A., & dos Santos, G. (2013) · International Conference on Information Systems · Cited by 9 · see citing works
What Drives Users' Website Registration?Preprint
Li, T., & Pavlou, P. A. (2013) · SSRN Electronic Journal · doi:10.2139/ssrn.2369444 · Cited by 8 · see citing works
Flagged first, then by citations
1 of the 111 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Kokolakis, S. (2017) · Computers & Security · doi:10.1016/j.cose.2015.07.002 · Cited by 1,229 · see citing works
Barth, S., & de Jong, M. D. T. (2017) · Telematics and Informatics · doi:10.1016/j.tele.2017.04.013 · Cited by 798 · see citing works
Corporate digital responsibility
Lobschat, L., Mueller, B., Eggers, F., Brandimarte, L., Diefenbach, S., Kroschke, M., & Wirtz, J. (2021) · Journal of Business Research · doi:10.1016/j.jbusres.2019.10.006 · Cited by 573 · see citing works
Mobile health technology adoption across generations: Narrowing the digital divide
Fox, G., & Connolly, R. (2018) · Information Systems Journal · doi:10.1111/isj.12179 · Cited by 344 · see citing works
Campbell, C., Plangger, K. A., Sands, S., & Kietzmann, J. (2021) · Journal of Advertising · doi:10.1080/00913367.2021.1909515 · Cited by 361 · see citing works
Jozani, M., Ayaburi, E., Ko, M., & Choo, K.-K. R. (2020) · Computers in Human Behavior · doi:10.1016/j.chb.2020.106260 · Cited by 303 · see citing works
Overcoming Salience Bias: How Real-Time Feedback Fosters Resource Conservation
Tiefenbeck, V., Goette, L. F., Degen, K., Tasic, V., Fleisch, E., Lalive, R., & Staake, T. (2016) · Management Science · doi:10.1287/mnsc.2016.2646 · Cited by 291 · see citing works
Self-citationBrill, T. M., Munoz, L., & Miller, R. J. (2019) · Journal of Marketing Management · doi:10.1080/0267257x.2019.1687571 · Cited by 291 · see citing works
Bawack, R. E., Wamba, S. F., & Carillo, K. D. A. (2021) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2021.102309 · Cited by 240 · see citing works
Barth, S., de Jong, M. D. T., Junger, M., Hartel, P. H., & Roppelt, J. C. (2019) · Telematics and Informatics · doi:10.1016/j.tele.2019.03.003 · Cited by 219 · see citing works
Thomaz, F., Salge, C., Karahanna, E., & Hulland, J. (2020) · Journal of the Academy of Marketing Science · doi:10.1007/s11747-019-00704-3 · Cited by 204 · see citing works
“…emotions impact the privacy calculus of consumers, with positive affect leading to lowered perceptions of risk (Li, Sarathy, & Xu, 2011), higher intentions to disclose information (Anderson & Agarwal, 2011), and more self-disclosure (Kehr, Kowatsch, Wentzel, & Fleisch, 2015; Yu, Hu, & Cheng, 2015).”
BackgroundWottrich, V. M., van Reijmersdal, E. A., & Smit, E. G. (2017) · Decision Support Systems · doi:10.1016/j.dss.2017.12.003 · Cited by 195 · see citing works
Hayes, J. L., Brinson, N. H., Bott, G. J., & Moeller, C. M. (2021) · Journal of Interactive Marketing · doi:10.1016/j.intmar.2021.01.001 · Cited by 180 · see citing works
Trust and risk in consumer acceptance of e-services
Mou, J., Shin, D. D., & Cohen, J. (2015) · Electronic Commerce Research · doi:10.1007/s10660-015-9205-4 · Cited by 84 · see citing works
The penalty for privacy violations: How privacy violations impact trust online
Martin, K. E. (2017) · Journal of Business Research · doi:10.1016/j.jbusres.2017.08.034 · Cited by 178 · see citing works
Effect of penitence on social media trust and privacy concerns: The case of Facebook
Ayaburi, E. W. Y., & Treku, D. N. (2019) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2019.05.014 · Cited by 160 · see citing works
Attié, E. A., & Meyer‐Waarden, L. (2022) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2022.121485 · Cited by 154 · see citing works
The role of privacy policy on consumers’ perceived privacy
Chang, Y., Wong, S. F., Libaque-Sáenz, C. F., & Lee, H. (2018) · Government Information Quarterly · doi:10.1016/j.giq.2018.04.002 · Cited by 146 · see citing works
A meta-analysis to explore privacy cognition and information disclosure of internet users
Yu, L., Li, H., He, W., Wang, F., & Jiao, S. (2019) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2019.09.011 · Cited by 136 · see citing works
Cichy, P., Salge, T. O., & Kohli, R. (2021) · MIS Quarterly · doi:10.25300/misq/2021/14165 · Cited by 129 · see citing works
Yu, C., Zhang, Z., Lin, C., & Wu, Y. J. (2020) · Industrial Marketing Management · doi:10.1016/j.indmarman.2019.05.001 · Cited by 124 · see citing works
Internet users’ perceptions of information sensitivity – insights from Germany
Schomakers, E.-M., Lidynia, C., Müllmann, D., & Ziefle, M. (2018) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2018.11.018 · Cited by 124 · see citing works
Antecedents and outcomes of information privacy concerns in a peer context: An exploratory study
Özdemir, Z. D., Smith, H. J., & Benamati, J. ‘. (2017) · European Journal of Information Systems · doi:10.1057/s41303-017-0056-z · Cited by 120 · see citing works
Privacy in the Sharing Economy
Berlin, T., Teubner, T., & Flath, C. M. (2019) · Journal of the Association for Information Systems · doi:10.17705/1jais.00534 · Cited by 120 · see citing works
Zhu, H., Ou, C. X., van den Heuvel, W. J. A. M., & Liu, H. (2016) · Information & Management · doi:10.1016/j.im.2016.10.001 · Cited by 111 · see citing works
Consumers’ perceptions of last mile drone delivery
Leon, S., Chen, C., & Ratcliffe, A. (2021) · International Journal of Logistics Research and Applications · doi:10.1080/13675567.2021.1957803 · Cited by 106 · see citing works
Zhu, Y., & Kanjanamekanant, K. (2020) · Information & Management · doi:10.1016/j.im.2020.103314 · Cited by 108 · see citing works
Investigating individual privacy within CBDC: A privacy calculus perspective
Jabbar, A., Geebren, A., Hussain, Z., Dani, S., & Ul‐Durar, S. (2022) · Research in International Business and Finance · doi:10.1016/j.ribaf.2022.101826 · Cited by 101 · see citing works
Zhang, F., Pan, Z., & Lu, Y. (2022) · Information & Management · doi:10.1016/j.im.2022.103736 · Cited by 95 · see citing works
Users’ Preferences for Smart Home Automation – Investigating Aspects of Privacy and Trust
Schomakers, E.-M., Biermann, H., & Ziefle, M. (2021) · Telematics and Informatics · doi:10.1016/j.tele.2021.101689 · Cited by 92 · see citing works
Chatbot Advertising As a Double-Edged Sword: The Roles of Regulatory Focus and Privacy Concerns
Kim, W., Ryoo, Y., Lee, S.-Y., & Lee, J. A. (2022) · Journal of Advertising · doi:10.1080/00913367.2022.2043795 · Cited by 92 · see citing works
Can privacy concerns for insurance of connected cars be compensated?
Derikx, S., de Reuver, M., & Kroesen, M. (2015) · Electronic Markets · doi:10.1007/s12525-015-0211-0 · Cited by 89 · see citing works
Schomakers, E.-M., Lidynia, C., & Ziefle, M. (2021) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2021.1994211 · Cited by 88 · see citing works
Chen, S., Waseem, D., Xia, Z., Tran, K. T., Li, Y., & Yao, J. (2021) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2021.102867 · Cited by 92 · see citing works
The Care Theory of Dignity Amid Personal Data Digitalization
Leidner, D. E., & Tona, O. (2021) · MIS Quarterly · doi:10.25300/misq/2021/15941 · Cited by 85 · see citing works
Chaudhuri, R., Chatterjee, S., & Vrontis, D. (2022) · EuroMed Journal of Business · doi:10.1108/emjb-11-2021-0181 · Cited by 85 · see citing works
Popoola, O. J., Rodrigues, M., Marchang, J., Shenfield, A., Ikpehai, A., & Popoola, J. (2023) · Blockchain Research and Applications · doi:10.1016/j.bcra.2023.100178 · Cited by 82 · see citing works
Jung, Y., & Park, J. (2018) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2018.05.007 · Cited by 81 · see citing works
Urbonavičius, S., Degutis, M., Zimaitis, I., Kaduškevičiūtė, V., & Škare, V. (2021) · Journal of Business Research · doi:10.1016/j.jbusres.2021.07.031 · Cited by 85 · see citing works
Hu, B., Liu, Y., & Yan, W. (2022) · Telematics and Informatics · doi:10.1016/j.tele.2023.101951 · Cited by 87 · see citing works
Gong, X., Zhang, K. Z. K., Chen, C., Cheung, C. M. K., & Lee, M. (2019) · Information Technology and People · doi:10.1108/itp-03-2018-0132 · Cited by 79 · see citing works
Boo, H. C., & Chua, B. (2022) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-12-2021-1471 · Cited by 81 · see citing works
Still Creepy After All These Years:The Normalization of Affective Discomfort in App Use
Seberger, J. S., Shklovski, I., Swiatek, E., & Patil, S. (2022) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3491102.3502112 · Cited by 75 · see citing works
Gouthier, M. H. J., Nennstiel, C., Kern, N., & Wendel, L. (2022) · Journal of Business Research · doi:10.1016/j.jbusres.2022.04.034 · Cited by 80 · see citing works
Menard, P., & Bott, G. J. (2024) · Information Systems Journal · doi:10.1111/isj.12544 · Cited by 86 · see citing works
Peer Privacy Concern: Conceptualization and Measurement
Zhang, N., Wang, C. A., Karahanna, E., & Xu, Y. (2022) · MIS Quarterly · doi:10.25300/misq/2022/14861 · Cited by 75 · see citing works
Tseng, H., Ibrahim, F., Hajli, N., Nisar, T. M., & Shabbir, H. A. (2022) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2022.121592 · Cited by 75 · see citing works
Gong, J., Said, F., Ting, H., Firdaus, A. S. B., Aksar, I. A., & Xu, J. (2022) · Current Psychology · doi:10.1007/s12144-022-02857-x · Cited by 92 · see citing works
James, T. L., Wallace, L., Warkentin, M. E., Kim, B. C., & Collignon, S. E. (2017) · Information & Management · doi:10.1016/j.im.2017.01.001 · Cited by 75 · see citing works
It's Creepy, But it Doesn't Bother Me
Phelan, C., Lampe, C., & Resnick, P. (2016) · Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems · doi:10.1145/2858036.2858381 · Cited by 106 · see citing works
Desimpelaere, L., Hudders, L., & de Sompel, D. V. (2020) · Computers in Human Behavior · doi:10.1016/j.chb.2020.106382 · Cited by 75 · see citing works
Algorithms in the public sector. Why context matters
Wenzelburger, G., König, P. D., Felfeli, J., & Achtziger, A. (2022) · Public Administration · doi:10.1111/padm.12901 · Cited by 77 · see citing works
Your Data Is My Data: A Framework for Addressing Interdependent Privacy Infringements
Kamleitner, B., & Mitchell, V. (2019) · Journal of Public Policy & Marketing · doi:10.1177/0743915619858924 · Cited by 73 · see citing works
User self-disclosure on social network sites: A cross-cultural study on Facebook’s privacy concepts
Oghazi, P., Schultheiss, R., Chirumalla, K., Kalmer, N. P., & Rad, F. F. (2019) · Journal of Business Research · doi:10.1016/j.jbusres.2019.12.006 · Cited by 75 · see citing works
Seeking the perfect price: Consumer responses to personalized price discrimination in e-commerce
Hufnagel, G., Schwaiger, M., & Weritz, L. (2022) · Journal of Business Research · doi:10.1016/j.jbusres.2021.10.002 · Cited by 78 · see citing works
That uncanny valley of mind: when anthropomorphic AI agents disrupt personalized advertising
Kim, W., Ryoo, Y., & Choi, Y. K. (2024) · International Journal of Advertising · doi:10.1080/02650487.2024.2411669 · Cited by 77 · see citing works
Li, P., Cho, H., & Goh, Z. H. (2019) · Telematics and Informatics · doi:10.1016/j.tele.2019.04.006 · Cited by 69 · see citing works
The digitally extended self: A lexicological analysis of personal data
Parkinson, B., Millard, D. E., O’Hara, K., & Giordano, R. (2017) · Journal of Information Science · doi:10.1177/0165551517706233 · Cited by 64 · see citing works
Degutis, M., Urbonavičius, S., Hollebeek, L. D., & Anselmsson, J. (2023) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2023.103385 · Cited by 72 · see citing works
Consumers’ privacy calculus: The PRICAL index development and validation
Beke, F. T., Eggers, F., Verhoef, P. C., & Wieringa, J. E. (2021) · International Journal of Research in Marketing · doi:10.1016/j.ijresmar.2021.05.005 · Cited by 64 · see citing works
Privacy concern and its consequences: A meta-analysis
Kim, Y., Kim, S. H., Peterson, R. A., & Choi, J. (2023) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2023.122789 · Cited by 69 · see citing works
Seberger, J. S., Llavore, M., Wyant, N. N., Shklovski, I., & Patil, S. (2021) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3411764.3445293 · Cited by 63 · see citing works
When and how consumers are willing to exchange data with retailers: An exploratory segmentation
Pallant, J. I., Pallant, J. L., Sands, S., Ferraro, C., & Afifi, E. (2021) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2021.102774 · Cited by 62 · see citing works
Alashoor, T., Keil, M., Smith, H. J., & McConnell, A. R. (2022) · Information Systems Research · doi:10.1287/isre.2022.1182 · Cited by 64 · see citing works
The role of information systems research in shaping the future of information privacy
Bélanger, F., & Xu, H. (2015) · Information Systems Journal · doi:10.1111/isj.12092 · Cited by 61 · see citing works
Menard, P., & Bott, G. J. (2020) · Computers & Security · doi:10.1016/j.cose.2020.101856 · Cited by 62 · see citing works
Disclosures about algorithmic decision making in the corporate reports of Western European companies
Bonsón, E., Bednárová, M., & Perea, D. (2023) · International Journal of Accounting Information Systems · doi:10.1016/j.accinf.2022.100596 · Cited by 54 · see citing works
Facebook’s Emotional Contagion Experiment as a Challenge to Research Ethics
Jouhki, J., Lauk, E., Penttinen, M., Sormanen, N., & Uskali, T. (2016) · Media and Communication · doi:10.17645/mac.v4i4.579 · Cited by 58 · see citing works
A Multi-Industry Analysis of the Future Use of AI Chatbots
Kelly, S., Kaye, S.-A., & Oviedo-Trespalacios, Ó. (2022) · Human Behavior and Emerging Technologies · doi:10.1155/2022/2552099 · Cited by 66 · see citing works
Yang, Q., Gong, X., Zhang, K. Z. K., Liu, H., & Lee, M. (2020) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2019.102065 · Cited by 56 · see citing works
All of me? Users’ preferences for privacy-preserving data markets and the importance of anonymity
Schomakers, E.-M., Lidynia, C., & Ziefle, M. (2020) · Electronic Markets · doi:10.1007/s12525-020-00404-9 · Cited by 57 · see citing works
Liu, Z., Wang, X., Min, Q., & Li, W. (2018) · Information Systems Journal · doi:10.1111/isj.12195 · Cited by 57 · see citing works
Balki, E., Holland, C., & Hayes, N. (2023) · Journal of Medical Internet Research · doi:10.2196/41535 · Cited by 57 · see citing works
Trang, S. T.-N., & Weiger, W. H. (2020) · Computers in Human Behavior · doi:10.1016/j.chb.2020.106644 · Cited by 53 · see citing works
Grosso, M., Castaldo, S., Li, H. A., & Larivière, B. (2020) · Journal of Retailing · doi:10.1016/j.jretai.2020.08.002 · Cited by 56 · see citing works
Karwatzki, S., Trenz, M., & Veit, D. J. (2022) · Information Systems Journal · doi:10.1111/isj.12386 · Cited by 54 · see citing works
The impact of telematics on the insurability of risks
Eling, M., & Kraft, M. (2020) · The Journal of Risk Finance · doi:10.1108/jrf-07-2019-0129 · Cited by 50 · see citing works
Privacy Risks, Emotions, and Social Media
Cho, H., Li, P., & Goh, Z. H. (2020) · ACM Transactions on Computer-Human Interaction · doi:10.1145/3412367 · Cited by 49 · see citing works
Unfolding the popularity of video conferencing apps – A privacy calculus perspective
Sandhu, R. K., Vasconcelos-Gomes, J., Thomas, M. A., & Oliveira, T. (2022) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2022.102569 · Cited by 52 · see citing works
Tang, Y. W., & Ning, X. (2022) · Decision Support Systems · doi:10.1016/j.dss.2022.113881 · Cited by 53 · see citing works
The perceived surveillance of conversations through smart devices
Frick, N. R. J., Wilms, K. L., Brachten, F., Hetjens, T., Stieglitz, S., & Ross, B. (2021) · Electronic Commerce Research and Applications · doi:10.1016/j.elerap.2021.101046 · Cited by 48 · see citing works
Ward, P., Miller, E. R., Pearce, A. R., & Meyer, S. B. (2016) · PLoS ONE · doi:10.1371/journal.pone.0164096 · Cited by 47 · see citing works
Extended model of online privacy concern: what drives consumers’ decisions?
Anić, I., Budak, J., Rajh, E., Recher, V., Škare, V., & Škrinjarić, B. (2018) · Online Information Review · doi:10.1108/oir-10-2017-0281 · Cited by 49 · see citing works
Privacy vs. Security: Trade-Offs in the Acceptance of Smart Technologies for Aging-in-Place
Schomakers, E.-M., & Ziefle, M. (2022) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2022.2078463 · Cited by 47 · see citing works
Falsifying and withholding: exploring individuals’ contextual privacy-related decision-making
Miltgen, C. L., & Smith, H. J. (2018) · Information & Management · doi:10.1016/j.im.2018.11.004 · Cited by 47 · see citing works
Zhang, Y. (2024) · International Journal of Information Management Data Insights · doi:10.1016/j.jjimei.2024.100270 · Cited by 58 · see citing works
Sannon, S., Bazarova, N. N., & Cosley, D. (2018) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3173574.3173626 · Cited by 46 · see citing works
Meng, X., & Liu, J. (2025) · Online Information Review · doi:10.1108/oir-06-2024-0375 · Cited by 50 · see citing works
A methodology for estimating the value of privacy in information disclosure systems
Hirschprung, R. S., Toch, E., Bolton, F. J., & Maimon, O. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.03.033 · Cited by 42 · see citing works
Information Privacy Awareness (IPA): A Review of the Use, Definition and Measurement of IPA
Correia, J., & Compeau, D. (2017) · Hawaii International Conference on System Sciences (HICSS) · doi:10.24251/hicss.2017.486 · Cited by 41 · see citing works
Rosenthal, S., Wasenden, O. C., Grønnevet, G. A., & Ling, R. (2019) · Media Psychology · doi:10.1080/15213269.2019.1648218 · Cited by 43 · see citing works
Zhang, Y., Shi, S., Guo, S., Chen, X., & Piao, Z. (2020) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2020.102233 · Cited by 44 · see citing works
Lost in privacy? Online privacy from a cybersecurity expert perspective
Barth, S., de Jong, M. D., & Junger, M. (2022) · Telematics and informatics · doi:10.1016/j.tele.2022.101782 · Cited by 38 · see citing works
A qualitative systematic review of trust in technology
Schuetz, S., Kuai, L., Lacity, M., & Steelman, Z. (2024) · Journal of Information and Technology · doi:10.1177/02683962241254392 · Cited by 40 · see citing works
Rendina, H. J., & Mustanski, B. S. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.9019 · Cited by 39 · see citing works
User preferences for privacy features in digital assistants
Ebbers, F., Zibuschka, J., Zimmermann, C., & Hinz, O. F. (2020) · Electronic Markets · doi:10.1007/s12525-020-00447-y · Cited by 38 · see citing works
Consumer psychological reactance to coalition loyalty program: price-consciousness as a moderator
Chang, H. H., & Wong, K. H. (2017) · Service Business · doi:10.1007/s11628-017-0353-6 · Cited by 36 · see citing works
Usage Patterns of Privacy-Enhancing Technologies
Coopamootoo, K. P. L. (2020) · ACM SIGSAC Conference on Computer and Communications Security (CCS) · doi:10.1145/3372297.3423347 · Cited by 37 · see citing works
Accessing the Influence of Perceived Value on Social Attachment: Developing Country Perspective
Wang, Q., Yang, M., & Zhang, W. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.760774 · Cited by 40 · see citing works
IT’s a matter of trust: Literature reviews and analyses of human trust in information technology
Lacity, M., Schuetz, S., Kuai, L., & Steelman, Z. (2024) · Journal of Information and Technology · doi:10.1177/02683962231226397 · Cited by 39 · see citing works
- Authors
- Kehr, F., Kowatsch, T., Wentzel, D., & Fleisch, E.
- Affiliations
- University of St.Gallen (CH)
- RWTH Aachen University (DE)
- Corresponding author
- Kehr, Flavius
- Venue
- Information Systems Journal
- Publisher
- Wiley
- Published
- 2015-03-18
- Volume
- 25
- Issue
- 6
- Pages
- 607-635
- ISSN
- 1350-1917 (ISSN-L)
- 1365-2575
- OpenAlex
- W2145595443
- Cited by
- 410
- References
- 111
- Citations by year
- 2026: 41 · 2025: 36 · 2024: 48 · 2023: 52 · 2022: 72 · 2021: 41 · 2020: 33 · 2019: 23 · 2018: 24 · 2017: 14 · 2016: 17 · 2015: 7 · 2014: 2
- FWCI
- 68.39
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Information Systems Journal (publishedVersion)
- Alexandria (UniSG) (University of St.Gallen) (acceptedVersion)
- Alexandria (UniSG) (University of St.Gallen) (submittedVersion)
- RWTH Publications (RWTH Aachen) (submittedVersion)
- Funders
- Swiss insurance company
- Topics
- Social Sciences › Sociology and Political Science › Privacy, Security, and Data Protection
- Social Sciences › Decision Sciences › Information Systems and Management › Technology Adoption and User Behaviour
- Physical Sciences › Computer Science › Information Systems › Information and Cyber Security
- Keywords
- data privacy, privacy calculus, institutional trust, affect, information disclosure, risk-benefit assessment, heuristic processing, cognitive resources, mobile application
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review