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Original Articles

Sensitivity, reliability and convergent validity of sequential dual-task measures of listening effort

ORCID Icon &
Pages 30-39 | Received 11 Oct 2021, Accepted 04 Nov 2022, Published online: 25 Nov 2022

References

  • Alhanbali, S., P. Dawes, R. E. Millman, and K. J. Munro. 2019. “Measures of Listening Effort Are Multidimensional.” Ear and Hearing 40 (5):1084–1097. doi:10.1097/AUD.0000000000000697.
  • Alhanbali, S., K. J. Munro, P. Dawes, P. J. Carolan, and R. E. Millman. 2021. “Dimensions of Self-reported Listening Effort and Fatigue on a Digits-in-Noise Task, and Association with Baseline Pupil Size and Performance Accuracy.” International Journal of Audiology, 60: 1–11. doi: 10.1080/14992027.2020.1853262
  • Anwyl-Irvine, A., E. S. Dalmaijer, N. Hodges, and J. K. Evershed. 2021. “Realistic Precision and Accuracy of Online Experiment Platforms, Web Browsers, and Devices.” Behavior Research Methods 53 (4): 1407–1425. doi:10.3758/s13428-020-01501-5.
  • Baayen, R. H., D. J. Davidson, and D. M. Bates. 2008. “Mixed-effects Modeling with Crossed Random Effects for Subjects and Items.” Journal of Memory and Language 59 (4): 390–412. doi:10.1016/j.jml.2007.12.005.
  • Baddeley, A. 2012. “Working Memory: Theories, Models, and Controversies.” Annual Review of Psychology 63: 1–29. doi:10.1146/annurev-psych-120710-100422.
  • Baddeley, A. D., and G. Hitch. 1974. “Working Memory.” In Psychology of Learning and Motivation, edited by G. A. Bower, Vol. 8, 47–89. Elsevier.
  • Bakdash, J. Z., and L. R. Marusich. 2017. “Repeated Measures Correlation.” Frontiers in Psychology 8: 456. doi:10.3389/fpsyg.2017.00456.
  • Barr, D. J., R. Levy, C. Scheepers, and H. J. Tily. 2013. “Random Effects Structure for Confirmatory Hypothesis Testing: Keep It Maximal.” Journal of Memory and Language 68 (3):255–278. doi:10.1016/j.jml.2012.11.001.
  • Bates, D., M. Mächler, B. Bolker, and S. Walker. 2014. “Fitting Linear Mixed-Effects Models Using lme4.” ArXiv Preprint ArXiv:1406.5823.
  • Bates, D., R. Kliegl, S. Vasishth, and H. Baayen. 2015. “Parsimonious Mixed Models.” ArXiv Preprint ArXiv:1506.04967.
  • Benjamini, Y., and Y. Hochberg. 1995. “Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing.” Journal of the Royal Statistical Society: Series B (Methodological) 57 (1): 289–300. doi:10.1111/j.2517-6161.1995.tb02031.x.
  • Bogacz, R., E.-J. Wagenmakers, B. U. Forstmann, and S. Nieuwenhuis. 2010. “The Neural Basis of the Speed–Accuracy Tradeoff.” Trends in Neurosciences 33 (1): 10–16. doi:10.1016/j.tins.2009.09.002.
  • Bridges, D., A. Pitiot, M. R. MacAskill, and J. W. Peirce. 2020. “The Timing Mega-study: Comparing a Range of Experiment Generators, Both Lab-based and Online.” PeerJ. 8: e9414. doi:10.7717/peerj.9414.
  • Cicchetti, D. V. 1994. “Guidelines, Criteria, and Rules of Thumb for Evaluating Normed and Standardized Assessment Instruments in Psychology.” Psychological Assessment 6 (4): 284–290. doi:10.1037/1040-3590.6.4.284.
  • Cousineau, D. 2005. “Confidence Intervals in Within-subject Designs: A Simpler Solution to Loftus and Masson’s Method.” Tutorials in Quantitative Methods for Psychology 1 (1): 42–45. doi:10.20982/tqmp.01.1.p042.
  • Doherty, J. M., C. Belletier, S. Rhodes, A. Jaroslawska, P. Barrouillet, V. Camos, N. Cowan, M. Naveh-Benjamin, and R. H. Logie. 2019. “Dual-task Costs in Working Memory: An Adversarial Collaboration.” Journal of Experimental Psychology. Learning, Memory, and Cognition 45 (9): 1529–1551. doi:10.1037/xlm0000668.
  • Etymotic, R. I. 2005. Bamfor-Kowal-Bench Speech-in-Noise Test (Version 1.3) Manual [Audio CD]. Elk Grove Village, IL.
  • Fletcher, T. D. 2014. Psychometric: Applied Psychometric Theory (R Package Version 2.2)[Computer software]. https://CRAN.R-project.org/package=psychometric.
  • Francis, A. L., and H. C. Nusbaum. 2009. “Effects of Intelligibility on Working Memory Demand for Speech Perception.” Attention, Perception, & Psychophysics 71 (6): 1360–1374. doi:10.3758/APP.71.6.1360.
  • Gagne, J.-P., J. Besser, and U. Lemke. 2017. “Behavioral Assessment of Listening Effort Using a Dual-task Paradigm: A Review.” Trends in Hearing 21: 2331216516687287. doi:10.1177/2331216516687287.
  • Giuliani, N. P., C. J. Brown, and Y.-H. Wu. 2021. “Comparisons of the Sensitivity and Reliability of Multiple Measures of Listening Effort.” Ear and Hearing 42 (2): 465–474. doi:10.1097/AUD.0000000000000950.
  • Houben, R., M. van Doorn-Bierman, and W. A. Dreschler. 2013. “Using Response Time to Speech as a Measure for Listening Effort.” International Journal of Audiology 52 (11): 753–761. doi:10.3109/14992027.2013.832415.
  • Hunter, C. R. 2021. “Dual-task Accuracy and Response Time Index Effects of Spoken Sentence Predictability and Cognitive Load on Listening Effort.” Trends in Hearing 25: 23312165211018092. doi:10.1177/23312165211018092.
  • Hunter, C. R., and L. E. Humes. 2022. “Predictive Sentence Context Reduces Listening Effort in Older Adults with and without Hearing Loss and with High and Low Working Memory Capacity.” Ear and Hearing 43 (4): 1164–1177. doi:10.1097/AUD.0000000000001192.
  • Hunter, C. R., and D. B. Pisoni. 2018. “Extrinsic Cognitive Load Impairs Spoken Word Recognition in High- and Low-predictability Sentences.” Ear and Hearing 39 (2): 378–389. doi:10.1097/AUD.0000000000000493.
  • Kahneman, D. 1973. Attention and Effort. Englewood Cliffs, NJ: Prentice-Hall, Inc.
  • Keidser, G., G. Naylor, D. S. Brungart, A. Caduff, J. Campos, S. Carlile, M. G. Carpenter, G. Grimm, V. Hohmann, I. Holube, et al. 2020. “The Quest for Ecological Validity in Hearing Science: What It Is, Why It Matters, and How to Advance It.” Ear & Hearing 41 (Supplement 1): 5S–19S. doi:10.1097/AUD.0000000000000944.
  • Kidd, G., C. R. Mason, V. M. Richards, F. J. Gallun, and N. I. Durlach. 2008. “Informational masking.” In Auditory Perception of Sound Sources, edited by W. A. Yost and R. R Fay, 143–189. Berlin, Germany: Springer.
  • Kuznetsova, A., P. B. Brockhoff, and R. H. Christensen. 2017. “lmerTest Package: Tests in Linear Mixed Effects Models.” Journal of Statistical Software 82 (13): 1–26. doi: 10.18637/jss.v082.i13.
  • Luce, P. A., T. C. Feustel, and D. B. Pisoni. 1983. “Capacity Demands in Short-term Memory for Synthetic and Natural Speech.” Human Factors 25 (1): 17–32. doi:10.1177/001872088302500102.
  • McGarrigle, R., K. J. Munro, P. Dawes, A. J. Stewart, D. R. Moore, J. G. Barry, and S. Amitay. 2014. “Listening Effort and Fatigue: What Exactly Are We Measuring? A British Society of Audiology Cognition in Hearing Special Interest Group ‘White Paper’.” International Journal of Audiology 53 (7): 433–445. doi:10.3109/14992027.2014.890296.
  • McGraw, K. O., and S. P. Wong. 1996. “Forming Inferences about Some Intraclass Correlation Coefficients.” Psychological Methods 1 (1): 30–46. doi:10.1037/1082-989X.1.1.30.
  • Morey, C. C., and N. Cowan. 2004. “When Visual and Verbal Memories Compete: Evidence of Cross-domain Limits in Working Memory.” Psychonomic Bulletin & Review 11 (2): 296–301. doi:10.3758/bf03196573.
  • Ohlenforst, B., A. A. Zekveld, E. P. Jansma, Y. Wang, G. Naylor, A. Lorens, T. Lunner, and S. E. Kramer. 2017. “Effects of Hearing Impairment and Hearing Aid Amplification on Listening Effort: A Systematic Review.” Ear and Hearing 38 (3): 267–281. doi:10.1097/AUD.0000000000000396.
  • Petersen, E. B., M. Wöstmann, J. Obleser, S. Stenfelt, and T. Lunner. 2015. “Hearing Loss Impacts Neural Alpha Oscillations under Adverse Listening Conditions.” Frontiers in Psychology 6: 177. doi:10.3389/fpsyg.2015.00177.
  • Pichora-Fuller, M. K., S. E. Kramer, M. A. Eckert, B. Edwards, B. W. Hornsby, L. E. Humes, U. Lemke, T. Lunner, M. Matthen, C. L. Mackersie, et al. 2016. “Hearing Impairment and Cognitive Energy: The Framework for Understanding Effortful Listening (FUEL).” Ear & Hearing 37 (1): . S–27S. doi:10.1097/AUD.0000000000000312.
  • R Development Core Team. 2013. R: A language and environment for statistical computing; http://www.R-project.org/.
  • Rakerd, B., P. Seitz, and M. Whearty. 1996. “Assessing the Cognitive Demands of Speech Listening for People with Hearing Losses.” Ear and Hearing 17 (2): 97–106. doi:10.1097/00003446-199604000-00002.
  • Ratcliff, R. 1993. “Methods for Dealing with Reaction Time Outliers.” Psychological Bulletin 114 (3): 510–532. doi:10.1037/0033-2909.114.3.510.
  • Rönnberg, J., T. Lunner, A. Zekveld, P. Sörqvist, H. Danielsson, B. Lyxell, O. Dahlström, C. Signoret, S. Stenfelt, M. K. Pichora-Fuller, et al. 2013. “The Ease of Language Understanding (ELU) Model: Theoretical, Empirical, and Clinical Advances.” Frontiers in Systems Neuroscience 7: 31. doi:10.3389/fnsys.2013.00031.
  • Sarampalis, A., S. Kalluri, B. Edwards, and E. Hafter. 2009. “Objective Measures of Listening Effort: Effects of Background Noise and Noise Reduction.” Journal of Speech, Language, and Hearing Research: JSLHR 52 (5): 1230–1240. doi:10.1044/1092-4388(2009/08-0111).
  • Strand, J. F., V. A. Brown, M. B. Merchant, H. E. Brown, and J. Smith. 2018. “Measuring Listening Effort: Convergent Validity, Sensitivity, and Links With Cognitive and Personality Measures.” Journal of Speech, Language, and Hearing Research 61 (6):1463–1486. doi:10.1044/2018_JSLHR-H-17-0257.
  • Strand, J. F., L. Ray, N. H. Dillman-Hasso, J. Villanueva, and V. A. Brown. 2020. “Understanding Speech Amid the Jingle and Jangle: Recommendations for Improving Measurement Practices in Listening Effort Research.” Auditory Perception & Cognition 3 (4): 169–188. doi:10.1080/25742442.2021.1903293.
  • Tun, P. A., S. McCoy, and A. Wingfield. 2009. “Aging, Hearing Acuity, and the Attentional Costs of Effortful Listening.” Psychology and Aging 24 (3): 761–766. doi:10.1037/a0014802.
  • Wagenmakers, E.-J., H. L. Van Der Maas, and R. P. Grasman. 2007. “An EZ-diffusion Model for Response Time and Accuracy.” Psychonomic Bulletin & Review 14 (1): 3–22. doi:10.3758/BF03194023.
  • Watson, C. S. 2005. “Some Comments on Informational Masking.” Acta Acustica United with Acustica 91 (3): 502–512.
  • Wendt, D., R. K. Hietkamp, and T. Lunner. 2017. “Impact of Noise and Noise Reduction on Processing Effort: A Pupillometry Study.” Ear and Hearing 38 (6): 690–700. doi:10.1097/AUD.0000000000000454.
  • Wickelgren, W. A. 1977. “Speed-accuracy Tradeoff and Information Processing Dynamics.” Acta Psychologica 41 (1): 67–85. doi:10.1016/0001-6918(77)90012-9.
  • Wilson, R. H., and R. McArdle. 2007. “Intra-and Inter-session Test, Retest Reliability of the Words-in-Noise (WIN) Test.” Journal of the American Academy of Audiology 18 (10): 813–825.
  • Winn, M. B., and K. H. Teece. 2021. “Slower Speaking Rate Reduces Listening Effort among Listeners with Cochlear Implants.” Ear and Hearing 42 (3): 584–595. doi:10.1097/AUD.0000000000000958.
  • Woods, K. J., M. H. Siegel, J. Traer, and J. H. McDermott. 2017. “Headphone Screening to Facilitate Web-based Auditory Experiments.” Attention, Perception, & Psychophysics 79 (7): 2064–2072. doi:10.3758/s13414-017-1361-2.
  • Wu, Y.-H., E. Stangl, X. Zhang, J. Perkins, and E. Eilers. 2016. “Psychometric Functions of Dual-task Paradigms for Measuring Listening Effort.” Ear and Hearing 37 (6): 660–670. doi:10.1097/AUD.0000000000000335.
  • Zekveld, A. A., and S. E. Kramer. 2014. “Cognitive Processing Load across a Wide Range of Listening Conditions: Insights from Pupillometry.” Psychophysiology 51 (3): 277–284.

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