Delay discounting moderates the effect of food reinforcement on energy intake among non-obese women
Open accessAbstract
Recent theoretical approaches to food intake hypothesize that eating represents a balance between reward-driven motivation to eat versus inhibitory executive function processes, however this hypothesis remains to be tested. The objective of the current study was to test the hypothesis that the motivation to eat, operationalized by the relative reinforcing value (RRV) of food, and inhibitory processes, assessed by delay discounting (DD), interact to influence energy intake in an ad libitum eating task. Female subjects (n = 24) completed a DD of money procedure, RRV task, and an ad libitum eating task in counterbalanced sessions. RRV of food predicted total energy intake, however the effect of the RRV of food on energy intake was moderated by DD. Women higher in DD and RRV of food consumed greater total energy, whereas women higher in RRV of food but lower in DD consumed less total energy. Our findings support the hypothesis that reinforcing value and executive function mediated processes interactively influence food consumption.
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Relative reinforcing value of food predicted ad libitum eating in high discounters but not low discounters.
“Rollins et al. [35] found that the relative reinforcing value of food predicted ad libitum eating in high discounters, but not low discounters.”
From The behavioral economics and neuroeconomics of reinforcer pathologies: implications for etiology and treatment of addiction (2011) · cites this paper as [35]
Rollins et al. found that participants' motivation to eat, measured by demand for edible reinforcers, interacted with rate of discounting to predict amount of food eaten on an ad libitum eating task.
“Rollins et al. [35] found that their participants’ motivation to eat, as measured by demand for edible reinforcers, interacted with their rate of discounting to predict the amount of food that they would eat on an ad libitum eating task.”
From The behavioral economics and neuroeconomics of reinforcer pathologies: implications for etiology and treatment of addiction (2011) · cites this paper as [35]
Demand for edible reinforcers predicted the amount of food high discounters would eat when given free access, but not lower discounters.
“Specifically, demand for edible reinforcers predicted the amount of food that high discounters would eat when given free access to food, but not participants who discounted at a lower rate.”
From The behavioral economics and neuroeconomics of reinforcer pathologies: implications for etiology and treatment of addiction (2011) · cites this paper as [35]
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Cites
Multiple regression: testing and interpreting interactions
(1992) · Choice Reviews Online · doi:10.5860/choice.29-3352 · Cited by 36,644 · see citing works
The three-factor eating questionnaire to measure dietary restraint, disinhibition and hunger
Stunkard, A. J., & Messick, S. (1985) · Journal of Psychosomatic Research · doi:10.1016/0022-3999(85)90010-8 · Cited by 4,687 · see citing works
An adjusting procedure for studying delayed reinforcement.
Mazur, J. E. (1987) · doi:10.4324/9781315825502-11 · Cited by 2,189 · see citing works
Heroin addicts have higher discount rates for delayed rewards than non-drug-using controls.
Kirby, K. N., Petry, N. M., & Bickel, W. K. (1999) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.128.1.78 · Cited by 2,171 · see citing works
The assessment of binge eating severity among obese persons
Gormally, J., Black, S., Daston, S., & Rardin, D. (1982) · Addictive Behaviors · doi:10.1016/0306-4603(82)90024-7 · Cited by 2,129 · see citing works
Holmbeck, G. N. (2002) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/27.1.87 · Cited by 1,819 · see citing works
Binge eating: nature, assessment, and treatment
(1994) · Choice Reviews Online · doi:10.5860/choice.31-4640 · Cited by 1,801 · see citing works
AREA UNDER THE CURVE AS A MEASURE OF DISCOUNTING
Myerson, J., Green, L., & Warusawitharana, M. (2001) · Journal of the Experimental Analysis of Behavior · doi:10.1901/jeab.2001.76-235 · Cited by 1,507 · see citing works
Impulsivity and cigarette smoking: delay discounting in current, never, and ex-smokers
Bickel, W. K., Odum, A. L., & Madden, G. J. (1999) · Psychopharmacology · doi:10.1007/pl00005490 · Cited by 1,433 · see citing works
Toward a behavioral economic understanding of drug dependence: delay discounting processes
Bickel, W. K., & Marsch, L. A. (2001) · Addiction · doi:10.1046/j.1360-0443.2001.961736.x · Cited by 1,117 · see citing works
WITHIN‐SUBJECT COMPARISON OF REAL AND HYPOTHETICAL MONEY REWARDS IN DELAY DISCOUNTING
Johnson, M. W., & Bickel, W. K. (2002) · Journal of the Experimental Analysis of Behavior · doi:10.1901/jeab.2002.77-129 · Cited by 991 · see citing works
Madden, G. J., Petry, N. M., Badger, G. J., & Bickel, W. K. (1997) · Experimental and Clinical Psychopharmacology · doi:10.1037/1064-1297.5.3.256 · Cited by 911 · see citing works
Binge eating—Nature, assessment, and treatment
Treasure, J. L. (1994) · Behaviour Research and Therapy · doi:10.1016/0005-7967(94)90024-8 · Cited by 873 · see citing works
Petry, N. M. (2001) · Psychopharmacology · doi:10.1007/s002130000638 · Cited by 761 · see citing works
Wiers, R. W., Bartholow, B. D., van den Wildenberg, E., Thush, C., Engels, R. C. M. E., Sher, K. J., Grenard, J., Ames, S. L., & Stacy, A. W. (2007) · Pharmacology Biochemistry and Behavior · doi:10.1016/j.pbb.2006.09.021 · Cited by 734 · see citing works
Bickel, W. K., Miller, M. L., Yi, R., Kowal, B. P., Lindquist, D. M., & Pitcock, J. A. (2007) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2006.09.016 · Cited by 571 · see citing works
Obese women show greater delay discounting than healthy-weight women
Weller, R. E., Cook, E. W., Avsar, K. B., & Cox, J. E. (2008) · Appetite · doi:10.1016/j.appet.2008.04.010 · Cited by 544 · see citing works
Cooper, Z., & Fairburn, C. G. (1987) · PsycTESTS Dataset · doi:10.1037/t03975-000 · Cited by 498 · see citing works
Delay discounting by pathological gamblers
Dixon, M. R., Marley, J., & Jacobs, E. A. (2003) · Journal of Applied Behavior Analysis · doi:10.1901/jaba.2003.36-449 · Cited by 442 · see citing works
Food reinforcement and eating: A multilevel analysis.
Epstein, L. H., Leddy, J. J., Temple, J. L., & Faith, M. S. (2007) · Psychological Bulletin · doi:10.1037/0033-2909.133.5.884 · Cited by 384 · see citing works
Self-citationThe effect of delay and of intervening events on reinforcement value.
Commons, M. L. (1987) · Medical Entomology and Zoology · Cited by 361 · see citing works
Food reinforcement, delay discounting and obesity
Epstein, L. H., Salvy, S. J., Carr, K. A., Dearing, K. K., & Bickel, W. K. (2010) · Physiology & Behavior · doi:10.1016/j.physbeh.2010.04.029 · Cited by 334 · see citing works
Self-citationEpstein, L. H., Temple, J. L., Neaderhiser, B. J., Salis, R. J., Erbe, R. W., & Leddy, J. J. (2007) · Behavioral Neuroscience · doi:10.1037/0735-7044.121.5.877 · Cited by 324 · see citing works
Self-citationA comparison of the psychometric properties of three measures of dietary restraint.
Allison, D. B., Kalinsky, L. B., & Gorman, B. S. (1992) · Psychological Assessment · doi:10.1037/1040-3590.4.3.391 · Cited by 295 · see citing works
Reinforcing Value of Food in Obese and Non-obese Women
SAELENS, B. E., & EPSTEIN, L. H. (1996) · Appetite · doi:10.1006/appe.1996.0032 · Cited by 288 · see citing works
Self-citationNeurobehavioral Inhibition of Reward‐driven Feeding: Implications for Dieting and Obesity
Appelhans, B. M. (2009) · Obesity · doi:10.1038/oby.2008.638 · Cited by 264 · see citing works
Discounting of delayed hypothetical money, alcohol, and food
Odum, A. L., & Rainaud, C. P. (2003) · Behavioural Processes · doi:10.1016/s0376-6357(03)00145-1 · Cited by 250 · see citing works
Bond, M. J., McDowell, A. J., & Wilkinson, J. Y. (2001) · International Journal of Obesity · doi:10.1038/sj.ijo.0801611 · Cited by 222 · see citing works
Temple, J. L., Legierski, C. M., Giacomelli, A. M., Salvy, S., & Epstein, L. H. (2008) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/87.5.1121 · Cited by 221 · see citing works
Self-citationDiscounting of delayed hypothetical money and food: Effects of amount
Odum, A. L., Baumann, A. A., & Rimington, D. D. (2006) · Behavioural Processes · doi:10.1016/j.beproc.2006.06.008 · Cited by 206 · see citing works
CONTEXTUAL CONTROL OF DELAY DISCOUNTING BY PATHOLOGICAL GAMBLERS
Dixon, M. R., Jacobs, E. A., & Sanders, S. (2006) · Journal of Applied Behavior Analysis · doi:10.1901/jaba.2006.173-05 · Cited by 201 · see citing works
The Right Brain Hypothesis for Obesity
Alonso‐Alonso, M., & Pascual‐Leone, Á. (2007) · JAMA · doi:10.1001/jama.297.16.1819 · Cited by 191 · see citing works
A reciprocal interaction between food-motivated behavior and diet-induced obesity
la Fleur, S. E., Vanderschuren, L. J. M. J., Luijendijk, M. C. M., Kloeze, B. M., Tiesjema, B., & Adan, R. A. H. (2007) · International Journal of Obesity · doi:10.1038/sj.ijo.0803570 · Cited by 166 · see citing works
Hill, C., Saxton, J., Webber, L., Blundell, J. E., & Wardle, J. (2009) · American Journal of Clinical Nutrition · doi:10.3945/ajcn.2009.27479 · Cited by 127 · see citing works
Food hedonics and reinforcement as determinants of laboratory food intake in smokers
EPSTEIN, L., WRIGHT, S., PALUCH, R., LEDDY, J., HAWK, L., JARONI, J., SAAD, F., CRYSTALMANSOUR, S., & LERMAN, C. (2004) · Physiology & Behavior · doi:10.1016/j.physbeh.2004.02.015 · Cited by 116 · see citing works
Self-citationThe price of change: The behavioral economics of drug dependence
Bickel, W. K., Madden, G. J., & Petry, N. M. (1998) · Behavior Therapy · doi:10.1016/s0005-7894(98)80050-6 · Cited by 110 · see citing works
Will Work for Snack Food: The Association of BMI and Snack Reinforcement
Giesen, J. C. A. H., Havermans, R. C., Douven, A., Tekelenburg, M., & Jansen, A. T. M. (2010) · Obesity · doi:10.1038/oby.2010.20 · Cited by 110 · see citing works
Relation between food reinforcement and dopamine genotypes and its effect on food intake in smokers
Epstein, L. H., Wright, S. M., Paluch, R. A., Leddy, J. J., Hawk, L. W., Jaroni, J. L., Saad, F. G., Crystal-Mansour, S., Shields, P. G., & Lerman, C. E. (2004) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/80.1.82 · Cited by 97 · see citing works
Self-citationEvolved to satisfy our immediate needs: Self-control and the rewarding properties of food
van den Bos, R., & de Ridder, D. (2006) · Appetite · doi:10.1016/j.appet.2006.02.008 · Cited by 91 · see citing works
Choudry, I. Y., & Mumford, D. B. (1992) · International Journal of Eating Disorders · doi:10.1002/1098-108x(199204)11:3 · Cited by 76 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Spitzer RL Devlin MJ Walsh B Hasin D Wing R Marcus M 1992 Binge eating disorder: A multisite field trial of the diagnostic criteria International Journal of Eating Disorders 11 191 203
Cited by
Sorted by citations
The behavioral economics of substance use disorders: reinforcement pathologies and their repair
Bickel, W. K., Johnson, M. W., Koffarnus, M. N., MacKillop, J., & Murphy, J. G. (2014) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-032813-153724 · Cited by 655 · see citing works
Lawrence, N. S., Hinton, E. C., Parkinson, J. A., & Lawrence, A. D. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.06.070 · Cited by 242 · see citing works
Bickel, W. K., Jarmolowicz, D. P., Mueller, E. T., & Gatchalian, K. M. (2011) · Current Psychiatry Reports · doi:10.1007/s11920-011-0215-1 · Cited by 234 · see citing works
Daniel, T. O., Stanton, C. M., & Epstein, L. H. (2013) · Appetite · doi:10.1016/j.appet.2013.07.010 · Cited by 200 · see citing works
Self-citationfMRI reactivity on a delay discounting task predicts weight gain in obese women
Kishinevsky, F. I., Cox, J. E., Murdaugh, D. L., Stoeckel, L. E., Cook, E. W., & Weller, R. E. (2012) · Appetite · doi:10.1016/j.appet.2011.11.029 · Cited by 191 · see citing works
Episodic future thinking reduces delay discounting and energy intake in children
Daniel, T. O., Said, M., Stanton, C. M., & Epstein, L. H. (2015) · Eating Behaviors · doi:10.1016/j.eatbeh.2015.03.006 · Cited by 192 · see citing works
Self-citationSze, Y. Y., Stein, J. S., Bickel, W. K., Paluch, R. A., & Epstein, L. H. (2017) · Clinical Psychological Science · doi:10.1177/2167702617696511 · Cited by 165 · see citing works
Self-citationKable, J. W., Caulfield, M. K., Falcone, M., McConnell, M., Bernardo, L., Parthasarathi, T., Cooper, N., Ashare, R., Audrain-McGovern, J., Hornik, R., et al. (2017) · The Journal of Neuroscience · doi:10.1523/jneurosci.2832-16.2017 · Cited by 124 · see citing works
Does goal relevant episodic future thinking amplify the effect on delay discounting?
O'Donnell, S., Oluyomi Daniel, T., & Epstein, L. H. (2017) · Consciousness and Cognition · doi:10.1016/j.concog.2017.02.014 · Cited by 111 · see citing works
Self-citationFlack, K. D., Anderson, R. E., McFee, K. F., Kryscio, R., & Rush, C. R. (2022) · Physiology & Behavior · doi:10.1016/j.physbeh.2022.113711 · Cited by 17 · see citing works
- Authors
- Rollins, B. Y., Dearing, K. K., & Epstein, L. H.
- Affiliations
- Pennsylvania State University (US)
- University at Buffalo, State University of New York (US)
- Corresponding author
- Epstein, Leonard H.
- Venue
- Appetite
- Publisher
- Elsevier BV
- Published
- 2010-12
- Volume
- 55
- Issue
- 3
- Pages
- 420-425
- ISSN
- 0195-6663 (ISSN-L)
- PMC
- PMC3042851
- OpenAlex
- W2060665624
- Cited by
- 153
- References
- 40
- Citations by year
- 2026: 3 · 2025: 5 · 2024: 6 · 2023: 5 · 2022: 7 · 2021: 13 · 2020: 16 · 2019: 8 · 2018: 16 · 2017: 11 · 2016: 12 · 2015: 13 · 2014: 11 · 2013: 11 · 2012: 10
- FWCI
- 9.37
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Appetite (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Heart, Lung, and Blood Institute (F31HL092721)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R01HD039778)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Eating Disorders and Behaviors
- Health Sciences › Nursing › Nutrition and Dietetics › Nutrition, Health and Food Behavior
- Life Sciences › Neuroscience › Endocrine and Autonomic Systems › Regulation of Appetite and Obesity
- Keywords
- delay discounting, food reinforcement, energy intake, ad libitum feeding, inhibitory control, executive function, non-obese women, moderation
- MeSH terms
- Adult, Appetite, Energy Intake, Female, Food Preferences, Humans, Motivation, Reward, Satiety Response, Young Adult, Executive Function
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