Max Rollwage

1.0k total citations · 1 hit paper
17 papers, 476 citations indexed

About

Max Rollwage is a scholar working on Cognitive Neuroscience, Sociology and Political Science and Applied Psychology. According to data from OpenAlex, Max Rollwage has authored 17 papers receiving a total of 476 indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Cognitive Neuroscience, 6 papers in Sociology and Political Science and 6 papers in Applied Psychology. Recurrent topics in Max Rollwage's work include Digital Mental Health Interventions (5 papers), Social and Intergroup Psychology (4 papers) and Psychology of Moral and Emotional Judgment (4 papers). Max Rollwage is often cited by papers focused on Digital Mental Health Interventions (5 papers), Social and Intergroup Psychology (4 papers) and Psychology of Moral and Emotional Judgment (4 papers). Max Rollwage collaborates with scholars based in United Kingdom, Germany and Switzerland. Max Rollwage's co-authors include Stephen M. Fleming, Raymond J. Dolan, Tobias U. Hauser, Rani Moran, Ross Harper, Johanna Habicht, Tali Sharot, Cass R. Sunstein, Leor Zmigrod and Lee de‐Wit and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Nature Medicine and Nature Communications.

In The Last Decade

Max Rollwage

16 papers receiving 462 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Closing the accessibility gap to mental health treatment with a personalized self-referral chatbot

2024 46 citations Johanna Habicht, Tobias U. Hauser et al. Nature Medicine profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Max Rollwage United Kingdom	11	175	174	92	82	78	17	476
Andrew Vonasch New Zealand	11	153 0.9×	153 0.9×	81 0.9×	75 0.9×	136 1.7×	37	403
Betty Tärning Sweden	8	217 1.2×	91 0.5×	76 0.8×	35 0.4×	117 1.5×	16	451
Sophie Lebrecht United States	7	274 1.6×	96 0.6×	157 1.7×	19 0.2×	96 1.2×	11	435
Ludmila Nunes United States	8	133 0.8×	41 0.2×	77 0.8×	30 0.4×	82 1.1×	19	364
Ion Yarritu Spain	8	122 0.7×	90 0.5×	47 0.5×	51 0.6×	79 1.0×	12	371
Christin Scholz United States	12	182 1.0×	219 1.3×	110 1.2×	121 1.5×	138 1.8×	30	554
David B. Centerbar United States	4	131 0.7×	126 0.7×	130 1.4×	95 1.2×	205 2.6×	5	451
John E. Scofield United States	10	88 0.5×	72 0.4×	108 1.2×	26 0.3×	79 1.0×	21	410
Marcin Bukowski Poland	13	133 0.8×	315 1.8×	49 0.5×	51 0.6×	186 2.4×	39	472
Rachel Smallman United States	12	164 0.9×	124 0.7×	139 1.5×	170 2.1×	103 1.3×	42	502

Countries citing papers authored by Max Rollwage

Since Specialization

Citations

This map shows the geographic impact of Max Rollwage's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Max Rollwage with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Max Rollwage more than expected).

Fields of papers citing papers by Max Rollwage

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Max Rollwage. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Max Rollwage. The network helps show where Max Rollwage may publish in the future.

Co-authorship network of co-authors of Max Rollwage

This figure shows the co-authorship network connecting the top 25 collaborators of Max Rollwage. A scholar is included among the top collaborators of Max Rollwage based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Max Rollwage. Max Rollwage is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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17 of 17 papers shown

McFadyen, Jessica, et al.. (2026). Increasing engagement with cognitive-behavioral therapy (CBT) using generative AI: a randomized controlled trial (RCT). Communications Medicine. 6(1).

Habicht, Johanna, et al.. (2025). Generative AI–Enabled Therapy Support Tool for Improved Clinical Outcomes and Patient Engagement in Group Therapy: Real-World Observational Study. Journal of Medical Internet Research. 27. e60435–e60435. 13 indexed citations

Rollwage, Max, et al.. (2024). Conversational AI facilitates mental health assessments and is associated with improved recovery rates. BMJ Innovations. 10(1-2). 4–12. 9 indexed citations

Habicht, Johanna, et al.. (2024). Closing the accessibility gap to mental health treatment with a personalized self-referral chatbot. Nature Medicine. 30(2). 595–602. 46 indexed citations breakdown →

Rollwage, Max, et al.. (2023). Using Conversational AI to Facilitate Mental Health Assessments and Improve Clinical Efficiency Within Psychotherapy Services: Real-World Observational Study. PubMed. 2. e44358–e44358. 22 indexed citations

Rollwage, Max, et al.. (2023). Changing minds about climate change: a pervasive role for domain-general metacognition. Humanities and Social Sciences Communications. 10(1). 6 indexed citations

Sharot, Tali, Max Rollwage, Cass R. Sunstein, & Stephen M. Fleming. (2022). Why and When Beliefs Change. Perspectives on Psychological Science. 18(1). 142–151. 40 indexed citations

Rollwage, Max & Stephen M. Fleming. (2021). Confirmation bias is adaptive when coupled with efficient metacognition. Philosophical Transactions of the Royal Society B Biological Sciences. 376(1822). 20200131–20200131. 24 indexed citations

Rollwage, Max, et al.. (2020). Dogmatism manifests in lowered information search under uncertainty. Proceedings of the National Academy of Sciences. 117(49). 31527–31534. 40 indexed citations

10.

Rollwage, Max, et al.. (2020). Judgments of effort exerted by others are influenced by received rewards. Scientific Reports. 10(1). 1868–1868. 6 indexed citations

11.

Rollwage, Max, et al.. (2020). Confidence drives a neural confirmation bias. Nature Communications. 11(1). 2634–2634. 88 indexed citations

12.

Rollwage, Max, Leor Zmigrod, Lee de‐Wit, Raymond J. Dolan, & Stephen M. Fleming. (2019). What Underlies Political Polarization? A Manifesto for Computational Political Psychology. Trends in Cognitive Sciences. 23(10). 820–822. 36 indexed citations

13.

Rollwage, Max, et al.. (2019). Postdecision Evidence Integration and Depressive Symptoms. Frontiers in Psychiatry. 10. 639–639. 18 indexed citations

14.

Rollwage, Max, et al.. (2019). Confidence Drives a Neural Confirmation Bias. 5 indexed citations

15.

Rollwage, Max, Raymond J. Dolan, & Stephen M. Fleming. (2018). Metacognitive Failure as a Feature of Those Holding Radical Beliefs. Current Biology. 28(24). 4014–4021.e8. 105 indexed citations

16.

Rollwage, Max, et al.. (2018). Post-decision wagering after perceptual judgments reveals bi-directional certainty readouts. Cognition. 176. 40–52. 12 indexed citations

17.

Rollwage, Max, Hannah Comteße, & Gerhard Stemmler. (2017). Risky economic choices and frontal EEG asymmetry in the context of Reinforcer-Sensitivity-Theory-5. Cognitive Affective & Behavioral Neuroscience. 17(5). 984–1001. 6 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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