A dual-process approach to exploring the role of delay discounting in obesity
Abstract Delay discounting of financial rewards has been related to overeating and obesity. Neuropsychological evidence supports a dual-system account of both discounting and overeating behaviour where the degree of impulsive decision making is determined by the relative strength of reward desire an...
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Veröffentlicht in: | Physiology & behavior 2016-08, Vol.162, p.46-51 |
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description | Abstract Delay discounting of financial rewards has been related to overeating and obesity. Neuropsychological evidence supports a dual-system account of both discounting and overeating behaviour where the degree of impulsive decision making is determined by the relative strength of reward desire and executive control. A dual-parameter model of discounting behaviour is consistent with this theory. In this study, the fit of the commonly used one-parameter model was compared to a new dual-parameter model for the first time in a sample of adults with wide ranging BMI. Delay discounting data from 79 males and females (males = 26) across a wide age (M = 28.44 years (SD = 8.81)) and BMI range (M = 25.42 (SD = 5.16)) was analysed. A dual-parameter model (saturating-hyperbolic; Doya, [Doya (2008) ]) was applied to the data and compared on model fit indices to the single-parameter model. Discounting was significantly greater in the overweight/obese participants using both models, however, the two parameter model showed a superior fit to data ( p < 0.0001). The two parameters were shown to be related yet distinct measures consistent with a dual-system account of inter-temporal choice behaviour. The dual-parameter model showed superior fit to data and the two parameters were shown to be related yet distinct indices sensitive to differences between weight groups. Findings are discussed in terms of the impulsive reward and executive control systems that contribute to unhealthy food choice and within the context of obesity related research. |
doi_str_mv | 10.1016/j.physbeh.2016.02.020 |
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Neuropsychological evidence supports a dual-system account of both discounting and overeating behaviour where the degree of impulsive decision making is determined by the relative strength of reward desire and executive control. A dual-parameter model of discounting behaviour is consistent with this theory. In this study, the fit of the commonly used one-parameter model was compared to a new dual-parameter model for the first time in a sample of adults with wide ranging BMI. Delay discounting data from 79 males and females (males = 26) across a wide age (M = 28.44 years (SD = 8.81)) and BMI range (M = 25.42 (SD = 5.16)) was analysed. A dual-parameter model (saturating-hyperbolic; Doya, [Doya (2008) ]) was applied to the data and compared on model fit indices to the single-parameter model. Discounting was significantly greater in the overweight/obese participants using both models, however, the two parameter model showed a superior fit to data ( p < 0.0001). The two parameters were shown to be related yet distinct measures consistent with a dual-system account of inter-temporal choice behaviour. The dual-parameter model showed superior fit to data and the two parameters were shown to be related yet distinct indices sensitive to differences between weight groups. Findings are discussed in terms of the impulsive reward and executive control systems that contribute to unhealthy food choice and within the context of obesity related research.</description><identifier>ISSN: 0031-9384</identifier><identifier>EISSN: 1873-507X</identifier><identifier>DOI: 10.1016/j.physbeh.2016.02.020</identifier><identifier>PMID: 26884122</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Adolescent ; Adult ; Delay discounting ; Delay Discounting - physiology ; Dual-process ; Feeding Behavior - physiology ; Female ; Humans ; Male ; Middle Aged ; Models, Statistical ; Obesity ; Obesity - physiopathology ; Obesity - psychology ; Psychiatry ; Surveys and Questionnaires ; Time Factors ; Two-parameter ; Young Adult</subject><ispartof>Physiology & behavior, 2016-08, Vol.162, p.46-51</ispartof><rights>2016 Elsevier Inc.</rights><rights>Copyright © 2016 Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c500t-c3995c6aca43854b7da9de770aa7a288d2226fe1e45f2970a857e9d7770a8c123</citedby><cites>FETCH-LOGICAL-c500t-c3995c6aca43854b7da9de770aa7a288d2226fe1e45f2970a857e9d7770a8c123</cites><orcidid>0000-0002-0025-0881</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.physbeh.2016.02.020$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26884122$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Price, Menna</creatorcontrib><creatorcontrib>Higgs, Suzanne</creatorcontrib><creatorcontrib>Maw, James</creatorcontrib><creatorcontrib>Lee, Michelle</creatorcontrib><title>A dual-process approach to exploring the role of delay discounting in obesity</title><title>Physiology & behavior</title><addtitle>Physiol Behav</addtitle><description>Abstract Delay discounting of financial rewards has been related to overeating and obesity. Neuropsychological evidence supports a dual-system account of both discounting and overeating behaviour where the degree of impulsive decision making is determined by the relative strength of reward desire and executive control. A dual-parameter model of discounting behaviour is consistent with this theory. In this study, the fit of the commonly used one-parameter model was compared to a new dual-parameter model for the first time in a sample of adults with wide ranging BMI. Delay discounting data from 79 males and females (males = 26) across a wide age (M = 28.44 years (SD = 8.81)) and BMI range (M = 25.42 (SD = 5.16)) was analysed. A dual-parameter model (saturating-hyperbolic; Doya, [Doya (2008) ]) was applied to the data and compared on model fit indices to the single-parameter model. Discounting was significantly greater in the overweight/obese participants using both models, however, the two parameter model showed a superior fit to data ( p < 0.0001). The two parameters were shown to be related yet distinct measures consistent with a dual-system account of inter-temporal choice behaviour. The dual-parameter model showed superior fit to data and the two parameters were shown to be related yet distinct indices sensitive to differences between weight groups. Findings are discussed in terms of the impulsive reward and executive control systems that contribute to unhealthy food choice and within the context of obesity related research.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Delay discounting</subject><subject>Delay Discounting - physiology</subject><subject>Dual-process</subject><subject>Feeding Behavior - physiology</subject><subject>Female</subject><subject>Humans</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Models, Statistical</subject><subject>Obesity</subject><subject>Obesity - physiopathology</subject><subject>Obesity - psychology</subject><subject>Psychiatry</subject><subject>Surveys and Questionnaires</subject><subject>Time Factors</subject><subject>Two-parameter</subject><subject>Young Adult</subject><issn>0031-9384</issn><issn>1873-507X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkU1v1DAQhi0EotvCTwD5yCXL2E5i5wKqKqBIRRwAiZvltSesF28c7KQi_x5Hu3DgUmskfz3vzOgdQl4w2DJg7evDdtwveYf7LS_XLfAS8IhsmJKiakB-f0w2AIJVnVD1BbnM-QBliVo8JRe8VapmnG_Ip2vqZhOqMUWLOVMzlpOxezpFir_HEJMfftBpjzTFgDT21GEwC3U-2zgP0_rrBxp3mP20PCNPehMyPj_vV-Tb-3dfb26ru88fPt5c31W2AZgqK7qusa2xphaqqXfSmc6hlGCMNFwpxzlve2RYNz3vyrNqJHZOroSyjIsr8uqUtzT7a8Y86WPpB0MwA8Y5a6ZASZACmodR2TVKcsWgoM0JtSnmnLDXY_JHkxbNQK-m64M-m65X0zXwEqvu5bnEvDui-6f663IB3p4ALJ7ce0w6W4-DRecT2km76B8s8ea_DDb4wVsTfuKC-RDnNBTDNdO5CPSXdfLr4FkrANq6FX8A6Y2psQ</recordid><startdate>20160801</startdate><enddate>20160801</enddate><creator>Price, Menna</creator><creator>Higgs, Suzanne</creator><creator>Maw, James</creator><creator>Lee, Michelle</creator><general>Elsevier Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7QG</scope><scope>7TK</scope><scope>7TS</scope><orcidid>https://orcid.org/0000-0002-0025-0881</orcidid></search><sort><creationdate>20160801</creationdate><title>A dual-process approach to exploring the role of delay discounting in obesity</title><author>Price, Menna ; Higgs, Suzanne ; Maw, James ; Lee, Michelle</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c500t-c3995c6aca43854b7da9de770aa7a288d2226fe1e45f2970a857e9d7770a8c123</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Delay discounting</topic><topic>Delay Discounting - physiology</topic><topic>Dual-process</topic><topic>Feeding Behavior - physiology</topic><topic>Female</topic><topic>Humans</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Models, Statistical</topic><topic>Obesity</topic><topic>Obesity - physiopathology</topic><topic>Obesity - psychology</topic><topic>Psychiatry</topic><topic>Surveys and Questionnaires</topic><topic>Time Factors</topic><topic>Two-parameter</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Price, Menna</creatorcontrib><creatorcontrib>Higgs, Suzanne</creatorcontrib><creatorcontrib>Maw, James</creatorcontrib><creatorcontrib>Lee, Michelle</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Animal Behavior Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Physical Education Index</collection><jtitle>Physiology & behavior</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Price, Menna</au><au>Higgs, Suzanne</au><au>Maw, James</au><au>Lee, Michelle</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A dual-process approach to exploring the role of delay discounting in obesity</atitle><jtitle>Physiology & behavior</jtitle><addtitle>Physiol Behav</addtitle><date>2016-08-01</date><risdate>2016</risdate><volume>162</volume><spage>46</spage><epage>51</epage><pages>46-51</pages><issn>0031-9384</issn><eissn>1873-507X</eissn><abstract>Abstract Delay discounting of financial rewards has been related to overeating and obesity. Neuropsychological evidence supports a dual-system account of both discounting and overeating behaviour where the degree of impulsive decision making is determined by the relative strength of reward desire and executive control. A dual-parameter model of discounting behaviour is consistent with this theory. In this study, the fit of the commonly used one-parameter model was compared to a new dual-parameter model for the first time in a sample of adults with wide ranging BMI. Delay discounting data from 79 males and females (males = 26) across a wide age (M = 28.44 years (SD = 8.81)) and BMI range (M = 25.42 (SD = 5.16)) was analysed. A dual-parameter model (saturating-hyperbolic; Doya, [Doya (2008) ]) was applied to the data and compared on model fit indices to the single-parameter model. Discounting was significantly greater in the overweight/obese participants using both models, however, the two parameter model showed a superior fit to data ( p < 0.0001). The two parameters were shown to be related yet distinct measures consistent with a dual-system account of inter-temporal choice behaviour. The dual-parameter model showed superior fit to data and the two parameters were shown to be related yet distinct indices sensitive to differences between weight groups. Findings are discussed in terms of the impulsive reward and executive control systems that contribute to unhealthy food choice and within the context of obesity related research.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>26884122</pmid><doi>10.1016/j.physbeh.2016.02.020</doi><tpages>6</tpages><orcidid>https://orcid.org/0000-0002-0025-0881</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adolescent Adult Delay discounting Delay Discounting - physiology Dual-process Feeding Behavior - physiology Female Humans Male Middle Aged Models, Statistical Obesity Obesity - physiopathology Obesity - psychology Psychiatry Surveys and Questionnaires Time Factors Two-parameter Young Adult |
title | A dual-process approach to exploring the role of delay discounting in obesity |
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