MARC details
| 000 -LEADER |
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| fixed length control field |
02264nam a22003017a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
NUCLARK |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20241203161544.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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241203b ph ||||| |||| 00| 0 eng d |
| 022 ## - INTERNATIONAL STANDARD SERIAL NUMBER |
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| International Standard Serial Number |
0033-295X |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
NU CLARK |
| Transcribing agency |
NU CLARK |
| 245 ## - TITLE STATEMENT |
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| Title |
Time-evolving psychological processes over repeated decisions / |
| Statement of responsibility, etc. |
David Gunawan, Guy E. Hawkins, Robert Kohn, Minh-Ngoc Tran, and Scott D. Brown |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
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| Place of publication, distribution, etc. |
Washington DC : |
| Name of publisher, distributor, etc. |
American Psychological Association, |
| Date of publication, distribution, etc. |
c2022 |
| 500 ## - GENERAL NOTE |
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| General note |
Includes appendices (pages 452-456). |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc. note |
Includes bibliographical references (pages 449-451). |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc. |
Many psychological experiments have subjects repeat a task to gain the statistical precision required to test quantitative theories of psychological performance. In such experiments, time-on-task can have sizable effects on performance, changing the psychological processes under investigation. Most research has either ignored these changes, treating the underlying process as static, or sacrificed some psychological content of the models for statistical simplicity. We use particle Markov chain Monte-Carlo methods to study psychologically plausible time-varying changes in model parameters. Using data from three highly cited experiments, we find strong evidence in favor of a hidden Markov switching process as an explanation of time-varying effects. This embodies the psychological assumption of “regime switching,” with subjects alternating between different cognitive states representing different modes of decision-making. The switching model explains key long- and short-term dynamic effects in the data. The central idea of our approach can be applied quite generally to quantitative psychological theories, beyond the models and datasets that we investigate. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
DYNAMIC |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
DECISION MAKING |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
REGIME SWICTHING |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
HIDDEN MARKOV PROCESS |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
PRACTICE |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Hawkins, Guy E. |
| Relator term |
author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Kohn, Robert |
| Relator term |
author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Tran, Minh-Ngoc |
| Relator term |
author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Brown, Scott D. |
| Relator term |
author |
| 773 ## - HOST ITEM ENTRY |
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| Title |
Psychological Review |
| Related parts |
Volume 129, Number 3, April 2022, pages 438-456. |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
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| Uniform Resource Identifier |
<a href="https://doi.org/10.1037/rev0000351">https://doi.org/10.1037/rev0000351</a> |
| Public note |
Supplemental material |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Continuing Resources |
| Suppress in OPAC |
No |
