{
  "abstract": "Cognitive neuroscience has long sought to disentangle stimulus-driven processing from conscious perceptual processing. Some prior evidence for neural processing of perceived musical beat (periodic pulse) may be confounded by stimulus-driven activity. Notably, Nozaradan et al. (2011) controlled for stimulus factors and used frequency tagging to show increased brain activity at imagery-related frequencies when listeners imagined a beat pattern during an isochronous stimulus. However, it remains unclear whether this effect is replicable and whether it reliably reflects conscious beat perception. This registered report presents 13 independent replications using the same vetted protocol. Listeners performed the same experimental paradigm as in Nozaradan et al. (2011), with an added behavioral task on each trial to assess conscious perception of the imagined beat. Pre-registered meta-analyses revealed smaller raw effect sizes of imagery condition (Binary: 0.03 µV, Ternary: 0.03 µV) than the original study (Binary: 0.12 µV, Ternary: 0.20 µV), with confidence intervals all overlapping with 0. Differences in full-sample estimated effect sizes (this study: n = 152, η p 2 = .03–.04; 2011 study: n = 8, η p 2 = .62– .76) suggest larger sample sizes are necessary to detect these effects reliably, if they exist. Additionally, only neural activity at the stimulus frequency predicted imagery task accuracy, contradicting our hypothesis that beat-related frequencies would predict performance. Our findings suggest an overall failure to replicate all main effects from the original study. We discuss potential reasons for discrepancies with the original study as well as implications for the utility of frequency tagging for studying beat perception.",
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  "affiliations": [
    "University of Nevada Las Vegas, Las Vegas, Nevada",
    "University of Western Ontario, London, Ontario, Canada;",
    "University of Western Ontario",
    "University of Nevada Las Vegas",
    "Vassar College, Poughkeepsie, New York",
    "University of Dundee, Dundee, Scotland",
    "University of Porto, Porto, Portugal",
    "Mount Holyoke College, South Hadley, Massachusetts",
    "Center for Music in the Brain, Aarhus University and The Royal Academy of Music, Aarhus/Aalborg, Denmark",
    "Toronto Metropolitan University, Toronto, Ontario, Canada",
    "Vanderbilt University Medical Center, Nashville, Tennessee",
    "Bar-Ilan University, Ramat Gan, Israel",
    "Max Planck Institute for Psycholinguistics, Nijmegen, Netherlands",
    "Northeastern University - Boston Campus, Boston, Massachusetts",
    "The University of Auckland, Auckland, New Zealand",
    "Middle Tennessee State University, Murfreesboro, Tennessee",
    "HEI-LAB, Lusófona University, Porto, Portugal",
    "Aston University, Birmingham, England"
  ],
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      "name": "Ahren B. Fitzroy"
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      "name": "Sean A. Gilmore"
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      "name": "Reyna L. Gordon"
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        1
      ],
      "name": "Jessica A. Grahn"
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        11
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      "name": "Paz Har-Shai Yahav"
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        4
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      "name": "Kiara Holm"
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      "name": "Anne Keitel",
      "orcid": "0000-0003-4498-0146"
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      "name": "Christian Keitel"
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      "name": "Eniko Ladanyi"
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        12
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      "name": "Yiguang Liu"
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        13
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      "name": "Psyche Loui",
      "orcid": "0000-0001-7664-6092"
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      "affs": [
        14
      ],
      "name": "Grace A. Lourie"
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      "name": "Inês Macedo"
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        15
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      "name": "Cyrille L. Magne"
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        8
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      "name": "Cecilie Møller"
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      "name": "David Moreau",
      "orcid": "0000-0002-1957-1941"
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      "name": "Srishti Nayak"
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      "name": "Markus Ostarek",
      "orcid": "0000-0002-1138-7904"
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      "name": "Dingyi Pan"
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  "bibtex": "https://research.draconitic.com/paper/9axa2gy5vxq0b.bib",
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  "doi": "10.1177/25152459261443491",
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    "2515-2467"
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  "landing_url": "https://doi.org/10.1177/25152459261443491",
  "language": "en",
  "licence": "CC-BY-NC",
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  "licence_source": "journal",
  "licence_url": "https://creativecommons.org/licenses/by-nc/4.0/",
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  "pmcid": "PMC11956986",
  "pmid": "40166247",
  "published": "2026-10-01",
  "publisher": "SAGE Publishing",
  "ris": "https://research.draconitic.com/paper/9axa2gy5vxq0b.ris",
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      "field": "biology",
      "origin": "openalex:2805|Neuroscience and Music Perception",
      "subfield": "neuroscience"
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  "title": "Registered Report: Replication and Extension of Nozaradan et al. (2011)",
  "title_text": "Registered Report: Replication and Extension of Nozaradan et al. (2011)",
  "type": "peer-reviewed",
  "updated_at": "2026-11-08T13:20:48Z",
  "url": "https://research.draconitic.com/paper/9axa2gy5vxq0b",
  "venue": "Advances in Methods and Practices in Psychological Science",
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