Publications

Articles
Conference Publications
Book Chapters

2026

Izydorczyk, D. & Bröder, A. (2026). Food, mammals, & countries: Stimuli, their pairwise similarities, and MDS dimension values for modeling judgment, categorization, and memory in three real-world domains. Behavior Research Methods : BRM, 58(9, Article 265), 1–21. https://doi.org/10.3758/s13428-026-03114-w
Navarro-Báez, S., Bröder, A. & Undorf, M. (2026). Mending metacognitive illusions in JOLs: when neither cognitive nor metacognitive feedback is effective. Memory, 34(5), 582–607. https://doi.org/10.1080/09658211.2026.2652393
Schulz, L. M., Bröder, A., Leitgeb, H. & Undorf, M. (2026). Limited cue integration in metacognitive control decisions. Memory & Cognition, 1–18. https://doi.org/10.3758/s13421-026-01889-z

2025

Betsch, T. & Bröder, A. (2025). The wheels of scientific progress: Integrative theory building in decision science. Zeitschrift für Psychologie = Journal of Psychology, 233(4), 251–260. https://doi.org/10.1027/2151-2604/a000605
Bröder, A. & Krauß, S. (2025). Nailing down the perceptual explanation of the date/delay effect in temporal discounting. Experimental Psychology, 72(5), 219–227. https://doi.org/10.1027/1618-3169/a000657
Bröder, A., Navarro-Báez, S. & Undorf, M. (2025). Reducing cheap talk? How monetary incentives affect the accuracy of metamemory judgments. Memory & Cognition, 53(6), 1725–1737. https://doi.org/10.3758/s13421-024-01679-5
Bröder, A., Undorf, M. & Gututui, M. (2025). A combinatorial set of 3,125 cartoon characters based on five attributes for research on categorization, judgment, decision-making, and memory with adults and children. Behavior Research Methods : BRM, 57(Article 244), 243–244. https://doi.org/10.3758/s13428-025-02758-4
Leipold, F. M., Kieslich, P. J., Henninger, F., Fernández-Fontelo, A., Greven, S. & Kreuter, F. (2025). Detecting respondent burden in online surveys: How different sources of question difficulty influence cursor movements. Social Science Computer Review : SSCORE, 43(1), 191–213. https://doi.org/10.1177/08944393241247425
Liu, X., Bröder, A. & Singmann, H. (2025). Evaluating the role of mental sampling in probability judgments: Illogical rankings occur in a predictable manner. Cognition, 263(Article 106125), 1–19. https://doi.org/10.1016/j.cognition.2025.106125
Navarro-Báez, S., Undorf, M. & Bröder, A. (2025). Predicting the memorability of scene pictures: Improved accuracy through one’s own experience. Quarterly Journal of Experimental Psychology : QJEP, 78(3), 546–565. https://doi.org/10.1177/17470218241239829
Scholten, F. & Bröder, A. (2025). The Influence of irrelevant social cues on dynamic learning in a multiple-cue probability learning task. Social Cognition (forthcoming).

2024

Izydorczyk, D. & Bröder, A. (2024). What is the airspeed velocity of an unladen swallow? modeling numerical judgments of realistic stimuli. Psychonomic Bulletin & Review, 31(3), 1078–1092. https://doi.org/10.3758/s13423-023-02331-0
Schreiner, M. R., Bröder, A. & Meiser, T. (2024). Agency effects on the binding of event elements in episodic memory. Quarterly Journal of Experimental Psychology : QJEP, 77(6), 1201–1220. https://doi.org/10.1177/17470218231203951

2023

Bröder, A., Dülz, E., Heidecke, D., Wehler, A. & Weimann, F. (2023). Improving carbon footprint estimates of food items with a simple seeding procedure. Applied Cognitive Psychology : ACP, 37(3), 651–659. https://doi.org/10.1002/acp.4060
Hoogeveen, S., Sarafoglou, A., Aczel, B., Aditya, Y., Alayan, A. J., Allen, P. J., Altay, S., Alzahawi, S., Amir, Y., Anthony, F.-V., Appiah, O. K., Atkinson, Q. D., Baimel, A., Balkaya-Ince, M., Balsamo, M., Banker, S., Bartoš, F., Becerra, M., Beffara, B., Beitner, J., Bendixen, T., Berkessel, J., Berniūnas, R., Billet, M. I., Billingsley, J., Bortolini, T., Breitsohl, H., Bret, A., Brown, F. L., Brown, J., Brumbaugh, C. C., Buczny, J., Bulbulia, J., Caballero, S., Carlucci, L., Carmichael, C. L., Cattaneo, M. E. G. V., Charles, S. J., Claessens, S., Panagopoulos, M. C., Costa, A. B., Crone, D. L., Czoschke, S., Czymara, C., D'Urso, E. D., Dahlström, ., Dalla Rosa, A., Danielsson, H., De Ron, J., de Vries, Y. A., Dean, K. K., Dik, B. J., Disabato, D. J., Doherty, J. K., Draws, T., Drouhot, L., Dujmovic, M., Dunham, Y., Ebert, T. & Edelsbrunner, P. A. (2023). A many-analysts approach to the relation between religiosity and well-being. Religion, Brain & Behavior, 13(3), 1–50. https://doi.org/10.1080/2153599X.2022.2070255
Izydorczyk, D. & Bröder, A. (2023). Measuring the mixture of rule-based and exemplar-based processes in judgment: A hierarchical Bayesian approach. Decision, 10(4), 347–371. https://doi.org/10.1037/dec0000195
Schreiner, M. R., Meiser, T. & Bröder, A. (2023). The binding structure of event elements in episodic memory and the role of animacy. Quarterly Journal of Experimental Psychology : QJEP, 76(4), 705–730. https://doi.org/10.1177/17470218221096148

2022

Frenken, M., Hemmerich, W., Izydorczyk, D., Scharf, S. E. & Imhoff, R. (2022). Cognitive processes behind the shooter bias: Dissecting response bias, motor preparation and information accumulation. Journal of Experimental Social Psychology, 98(Article 104230), 1–14. https://doi.org/10.1016/j.jesp.2021.104230
Ruggeri, K., Panin, A., Vdovic, M., Većkalov, B., Abdul-Salaam, N., Achterberg, J., Akil, C., Amatya, J., Amatya, K., Andersen, T. L., Aquino, S. D., Arunasalam, A., Ashcroft-Jones, S., Askelund, A. D., Ayacaxli, N., Sheshdeh, A. B., Bailey, A., Barea Arroyo, P., Mejía, G. B., Benvenuti, M., Berge, M. L., Bermaganbet, A., Bibilouri, K., Bjørndal, L. D., Black, S., Lyshol, J. K. B., Brik, T., Buabang, E. K., Burghart, M., Bursalıoğlu, A., Buzayu, N. M., Čadek, M., de Carvalho, N. M., Cazan, A.-M., Çetinçelik, M., Chai, V. E., Chen, P., Chen, S., Clay, G., D’Ambrogio, S., Damnjanović, K., Duffy, G., Dugue, T., Dwarkanath, T., Envuladu, E. A., Erceg, N., Esteban-Serna, C., Farahat, E., Farrokhnia, R. A., Fawad, M., Fedryansyah, M., Feng, D., Filippi, S., Fonollá, M. A., Freichel, R., Freira, L., Friedemann, M., Gao, Z., Ge, S., Geiger, S. J. & G (2022). The globalizability of temporal discounting. Nature Human Behaviour, 6, 1386–1397. https://doi.org/10.1038/s41562-022-01392-w
Scharf, S. E., Jekel, M. & Glöckner, A. (2022). Awareness of option attractiveness increases the attraction search effect: Modelling the awareness effect in an extended iCodes model. Decision, 9(1), 43–49. https://doi.org/10.1037/dec0000162
Undorf, M., Navarro-Báez, S. & Bröder, A. (2022). “You don't know what this means to me” – Uncovering idiosyncratic influences on metamemory judgments. Cognition, 222(Article 105011), 1–9. https://doi.org/10.1016/j.cognition.2021.105011

2021

Bröder, A., Platzer, C. & Heck, D. W. (2021). Salience effects in memory-based decisions: An improved replication. Journal of Cognitive Psychology, 33(1), 64–76. https://doi.org/10.1080/20445911.2020.1869752
Bröder, A., Scharf, S. E., Jekel, M., Glöckner, A. & Franke, N. (2021). Salience effects in information acquisition: No evidence for a top-down coherence influence. Memory & Cognition, 49(November 2021), 1537–1554. https://doi.org/10.3758/s13421-021-01188-9
Izydorczyk, D. & Bröder, A. (2021). Exemplar-based judgment or direct recall: On a problematic procedure for estimating parameters in exemplar models of quantitative judgment. Psychonomic Bulletin & Review : PB&R, 28(5), 1495–1513. https://doi.org/10.3758/s13423-020-01861-1
Undorf, M. & Bröder, A. (2021). Metamemory for pictures of naturalistic scenes: Assessment of accuracy and cue utilization. Memory & Cognition, 49(7), 1405–1422. https://doi.org/10.3758/s13421-021-01170-5

2020

Heck, D. W., Seiling, L. & Bröder, A. (2020). The love of large numbers revisited: A coherence model of the popularity bias. Cognition, 195, Article 104069. https://doi.org/10.1016/j.cognition.2019.104069
Kieslich, P. J., Schoemann, M., Grage, T., Hepp, J. & Scherbaum, S. (2020). Design factors in mouse-tracking: What makes a difference? Behavior Research Methods : BRM, 52(1), 317–341. https://doi.org/10.3758/s13428-019-01228-y
Tuschen-Caffier, B., Engel, J., Koch, S., Kollei, T., Bröder, A., Greve, W., Koch, I., Krahé, B., Kunde, W., Möller, J., Rief, W., Schmitt, M., Strauß, B., van Dick, R. & Wolf, O. T. (2020). Bericht des Fachkollegiums Psychologie in der Deutschen Forschungsgemeinschaft (DFG). Psychologische Rundschau, 71(3), 303–309. https://doi.org/10.1026/0033-3042/a000495
Undorf, M. & Bröder, A. (2020). Cue integration in metamemory judgements is strategic. Quarterly Journal of Experimental Psychology : QJEP, 73(4), 629–642. https://doi.org/10.1177/1747021819882308

2019

Arnold, N. R., Heck, D. W., Bröder, A., Meiser, T. & Boywitt, C. D. (2019). Testing hypotheses about binding in context memory with a hierarchical multinomial modeling approach : A preregistered study. Experimental Psychology, 66(3), 239–251. https://doi.org/10.1027/1618-3169/a000442
Bröder, A. & Undorf, M. (2019). Metamemory viewed through the judgment lens. Acta Psychologica, 197, 153–165. https://doi.org/10.1016/j.actpsy.2019.04.011
Bröder, A. & Undorf, M. (2019). Using the lens model to analyze metacognitive judgments of learning. The Brunswik Society Newsletter, 34, 4–6.
Jung, D., Erdfelder, E., Bröder, A. & Dorner, V. (2019). Differentiating motivational and cognitive explanations for decision inertia. Journal of Economic Psychology, 72, 30–44. https://doi.org/10.1016/j.joep.2019.01.004
Malejka, S. & Bröder, A. (2019). Exploring the shape of signal-detection distributions in individual recognition ROC data. Journal of Memory and Language : JML, 104, 83–107. https://doi.org/10.1016/j.jml.2018.09.001
Scharf, S. E., Wiegelmann, M. & Bröder, A. (2019). Information search in everyday decisions: The generalizability of the attraction search effect. Judgment and Decision Making, 14(4), 488–512.
Schoemann, M., Lüken, M., Grage, T., Kieslich, P. J. & Scherbaum, S. (2019). Validating mouse-tracking: How design factors influence action dynamics in intertemporal decision making. Behavior Research Methods : BRM, 51(5), 2356–2377. https://doi.org/10.3758/s13428-018-1179-4
Shevchenko, Y. & Bröder, A. (2019). Noncompliance with online mood manipulations using film clips: How to detect and control for it. Heliyon, 5(4), e01438. https://doi.org/10.1016/j.heliyon.2019.e01438
Starns, J. J., Cataldo, A. M., Rotello, C. M., Annis, J., Aschenbrenner, A., Bröder, A., Cox, G., Criss, A. H., Curl, R. A., Dobbins, I. G., Dunn, J., Enam, T., Evans, N. J., Farrell, S., Fraundorf, S. H., Gronlund, S. D., Heathcote, A., Heck, D. W., Hicks, J. L., Huff, M. J., Kellen, D., Key, K. N., Kilic, A., Klauer, K. C., Kraemer, K. R., Leite, F. P., Lloyd, M. E., Malejka, S., Mason, A., McAdoo, R. M., McDonough, I. M., Michael, R. B., Mickes, L., Mizrak, E., Morgan, D. P., Mueller, S. T., Osth, A., Reynolds, A., Seale-Carlisle, T. M., Singmann, H., Sloane, J. F., Smith, A. M., Tillman, G., van Ravenzwaaij, D., Weidemann, C. T., Wells, G. L., White, C. N. & Wilson, J. (2019). Assessing theoretical conclusions with blinded inference to investigate a potential inference crisis. Advances in Methods and Practices in Psychological Science, 2(4), 335–349. https://doi.org/10.1177/2515245919869583

2018

Bröder, A. & Gräf, M. (2018). Retrieval from memory and cue complexity both trigger exemplar-based processes in judgment. Journal of Cognitive Psychology, 30(4), 406–417. https://doi.org/10.1080/20445911.2018.1444613
Heck, D. W., Arnold, N. R. & Arnold, D. (2018). TreeBUGS: An R package for hierarchical multinomial-processing-tree modeling. Behavior Research Methods : BRM, 50(1), 264–284. https://doi.org/10.3758/s13428-017-0869-7
Heck, D. W., Erdfelder, E. & Kieslich, P. J. (2018). Generalized processing tree models: Jointly modeling discrete and continuous variables. Psychometrika, 83(4), 893–918. https://doi.org/10.1007/s11336-018-9622-0
Hilbig, B. E., Kieslich, P. J., Henninger, F., Thielmann, I., Zettler, I. & Back, M. D. (2018). Lead us (not) into temptation: Testing the motivational mechanisms linking Honesty-Humility to cooperation. European Journal of Personality, 32(2), 116–127. https://doi.org/10.1002/per.2149
Jekel, M., Glöckner, A. & Bröder, A. (2018). A new and unique prediction for cue-search in a parallel-constraint satisfaction network model: The attraction search effect. Psychological Review, 125(5), 744–768. https://doi.org/10.1037/rev0000107
Marewski, J. N., Bröder, A. & Glöckner, A. (2018). Some metatheoretical reflections on adaptive decision making and the strategy selection problem. Journal of Behavioral Decision Making, 31(2), 181–198. https://doi.org/10.1002/bdm.2075
Pohl, R. F., Bayen, U. J., Arnold, N. R., Auer, T.-S. & Martin, C. (2018). Age differences in processes underlying hindsight bias: A life-span study. Journal of Cognition and Development, 19(3), 278–300. https://doi.org/10.1080/15248372.2018.1476356
Shevchenko, Y. & Bröder, A. (2018). The effect of mood on integration of information in a multi-attribute decision task. Acta Psychologica, 185, 136–145. https://doi.org/10.1016/j.actpsy.2018.02.007
Undorf, M., Söllner, A. & Bröder, A. (2018). Simultaneous utilization of multiple cues in judgments of learning. Memory & Cognition, 46(4), 507–519. https://doi.org/10.3758/s13421-017-0780-6
Vahsen, N., Bröder, A., Hraska, V. & Schneider, M. (2018). Neurodevelopmental outcome in children with single ventricle after total cavopulmonary connection. Klinische Pädiatrie, 230(1), 24–30. https://doi.org/10.1055/s-0043-120526

2017

Bewernick, B. H., Urbach, A. S., Bröder, A., Kayser, S. & Schlaepfer, T. E. (2017). Walking away from depression-motor activity increases ratings of mood and incentive drive in patients with major depression. Psychiatry Research, 247, 68–72. https://doi.org/10.1016/j.psychres.2016.09.009
Bröder, A., Gräf, M. & Kieslich, P. J. (2017). Measuring the relative contributions of rule-based and exemplar-based processes in judgment: Validation of a simple model. Judgment and Decision Making, 12(5), 491–506.
Bröder, A. & Malejka, S. (2017). On a problematic procedure to manipulate response biases in recognition experiments: the case of “implied” base rates. Memory, 25(6), 736–743. https://doi.org/10.1080/09658211.2016.1214735

2016

Gräf, M. & Unkelbach, C. (2016). Halo effects in trait assessment depend on information valence: Why being honest makes you industrious, but lying does not make you lazy. Personality and Social Psychology Bulletin : PSPB, 42(3), 290–310. https://doi.org/10.1177/0146167215627137
Malejka, S. & Bröder, A. (2016). No source memory for unrecognized items when implicit feedback is avoided. Memory & Cognition, 44(1), 63–72. https://doi.org/10.3758/s13421-015-0549-8
Nett, N., Bröder, A. & Frings, C. (2016). Distractor-based stimulus-response bindings retrieve decisions independent of motor programs. Acta Psychologica, 171, 57–64. https://doi.org/10.1016/j.actpsy.2016.09.006
Söllner, A. & Bröder, A. (2016). Toolbox or adjustable spanner? A critical comparison of two metaphors for adaptive decision making. Journal of Experimental Psychology. Learning, Memory, and Cognition, 42(2), 215–237. https://doi.org/10.1037/xlm0000162

2018

Bröder, A. & Undorf, M. (2018). Metamemory viewed through the judgment lense. In 59th Annual Meeting Psychonomic Society : November 15–18 – New Orleans, Louisiana, USA : 2018 abstract book (S. 3). Abstracts / Psychonomic Society : ... Annual Meeting, Psychonomic Society: Madison, WI.
Bröder, A., Undorf, M. & Söllner, A. (2018). Integration of multiple intrinsic and extrinsic cues in metamemory judgments. In 60. TeaP 2018 : abstracts of the 60th Conference of Experimental Psychologists : March, 11th to 14th Marburg, Germany (S. 40). , Pabst Science Publishers: Lengerich.
Heck, D. W., Erdfelder, E. & Kieslich, P. J. (2018). Jointly modeling mouse-trajectories and accuracies with generalized processing trees. In A. C. Schütz (eds.), 60. TeaP 2018 : abstracts of the 60th Conference of Experimental Psychologists : March, 11th to 14th Marburg, Germany (S. 105). , Pabst Science Publishers: Lengerich.
Kuhlmann, B. G., Brubaker, M. S., Pfeiffer, T., Bröder, A. & Naveh-Benjamin, M. (2018). Aging and interference in item vs. associative memory: Better interference-resistance of associative memory, even in older adults. In 2018 Cognitive Aging Conference : 2018 CAC Poster Abstracts (S. 312). , Georgia Institute of Technology: Atlanta, GA.

2017

Heck, D. W., Arnold, N. R. & Arnold, D. (2017). TreeBUGS: A user-friendly software for hierarchical multinomial processing tree modeling. In X. Zhao (eds.), 47th Annual Meeting of the Society for Computers in Psychology : Vancouver Convention Center West, November 9th, 2017 : Proceedings (S. SCiP 19). , Society for Computers in Psychology: Vancouver, BC.
Heck, D. W., Erdfelder, E. & Kieslich, P. J. (2017). Modeling mouse-tracking trajectories with generalized processing tree models. In A. Sanborn (eds.), MathPsych 2017 ICCM : 50th Annual Meeting of the Society for Mathematical Psychology ... : University of Warwick, UK from July 22–25, 2017 : abstracts (S. 30). , Society for Mathematical Psychology: Richland, WA.
Kuhlmann, B. G., Bröder, A. & Pfeiffer, T. (2017). Differential short-term interference in item versus source memory: Resistance of source memory, even in older adults. In 58th Annual Meeting of the Psychonomic Society : Vancover, British Columbia, Canada, 9–12 September 2017 : Abstracts (S. 6). Abstracts / Psychonomic Society : ... Annual Meeting, Psychonomic Society: Madison, WI.
Malejka, S., Heck, D. W. & Erdfelder, E. (2017). Testing core properties of recognition-memory models: Ranking judgments are consistent with two-high-threshold theory. In A. Sanborn (eds.), MathPsych 2017 ICCM : 50th Annual Meeting of the Society for Mathematical Psychology ... : University of Warwick, UK from July 22–25, 2017 : abstracts (S. 54). , Society for Mathematical Psychology: Richland, WA.

2025

Bröder, A. & Scharf, S. E. (2025). Testing a formal model of coherence-based information search in decision-making. In U. Ettinger, B. Heinrichs & C. Murawski (eds.), Decision making : fundamentals and applications (S. 97–114). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-032-00880-0_6

2024

Bröder, A. & Hilbig, B. E. (2024). Urteilen und Entscheiden. In M. Rieger & J. Müsseler (eds.), Allgemeine Psychologie (4. ed., S. 743–790). Berlin, Heidelberg: Springer. https://doi.org/10.1007/978-3-662-68476-4_18

2019

Bröder, A. (2019). Methods for studying human thought. In R. J. Sternberg (eds.), The psychology of human thought : an introduction (S. 27–53). Heidelberg: Heidelberg University Publishing.
Kieslich, P. J., Henninger, F., Wulff, D. U., Haslbeck, J. M. B. & Schulte-Mecklenbeck, M. (2019). Mouse-tracking: A practical guide to implementation and analysis. In M. Schulte-Mecklenbeck (eds.), A handbook of process tracing methods (2. ed., S. 111–130). New York, NY ; London: Routledge. https://doi.org/10.31234/osf.io/zuvqa
Wulff, D. U., Haslbeck, J. M. B., Kieslich, P. J., Henninger, F. & Schulte-Mecklenbeck, M. (2019). Mouse-tracking: Detecting types in movement trajectories. In M. Schulte-Mecklenbeck (eds.), A handbook of process tracing methods (2. ed., S. 131–145). New York, NY ; London: Routledge, Taylor & Francis Group.

2017

Bröder, A. & Hilbig, B. E. (2017). Urteilen und Entscheiden. In J. Müsseler (eds.), Allgemeine Psychologie (3. ed., S. 619–659). Berlin: Springer. https://doi.org/10.1007/978-3-642-53898-8_17