During intertemporal decisions, the preference for smaller, sooner reward over larger-delayed rewards (temporal discounting, TD) exhibits substantial inter-subject variability; however, it is currently unclear what are the mechanisms underlying this apparently idiosyncratic behavior. To answer this question, here we recorded and analyzed mouse movement kinematics during intertemporal choices in a large sample of participants (N = 86). Results revealed a specific pattern of decision dynamics associated with the selection of "immediate" versus "delayed" response alternatives, which well discriminated between a "discounter" versus a "farsighted" behavior-thus representing a reliable behavioral marker of TD preferences. By fitting the Drift Diffusion Model to the data, we showed that differences between discounter and farsighted subjects could be explained in terms of different model parameterizations, corresponding to the use of different choice mechanisms in the two groups. While farsighted subjects were biased toward the "delayed" option, discounter subjects were not correspondingly biased toward the "immediate" option. Rather, as shown by the dynamics of evidence accumulation over time, their behavior was characterized by high choice uncertainty.
机构:
Univ Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, Netherlands
Royal Netherlands Acad Arts & Sci KNAW, Netherlands Inst Neurosci, Amsterdam, Netherlands
Max Planck Inst Human Cognit & Brain Sci, Leipzig, Germany
DOr Inst Res & Educ IDOR, Cognit & Behav Neurosci Unit, Rio De Janeiro, BrazilUniv Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, Netherlands
Engel, Annerose
Hijmans, Brenda S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, NetherlandsUniv Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, Netherlands
Hijmans, Brenda S.
Cerliani, Leonardo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, Netherlands
Royal Netherlands Acad Arts & Sci KNAW, Netherlands Inst Neurosci, Amsterdam, NetherlandsUniv Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, Netherlands
Cerliani, Leonardo
Bangert, Marc
论文数: 0引用数: 0
h-index: 0
机构:
Max Planck Inst Human Cognit & Brain Sci, Leipzig, Germany
Univ Mus Carl Maria von Weber, Inst Musicians Med, Dresden, GermanyUniv Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, Netherlands
Bangert, Marc
Nanetti, Luca
论文数: 0引用数: 0
h-index: 0
机构:
Univ Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, NetherlandsUniv Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, Netherlands
Nanetti, Luca
Keller, Peter E.
论文数: 0引用数: 0
h-index: 0
机构:
Max Planck Inst Human Cognit & Brain Sci, Leipzig, Germany
Univ Western Sydney, MARCS Inst, Penrith, NSW 1797, AustraliaUniv Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, Netherlands
Keller, Peter E.
Keysers, Christian
论文数: 0引用数: 0
h-index: 0
机构:
Univ Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, Netherlands
Royal Netherlands Acad Arts & Sci KNAW, Netherlands Inst Neurosci, Amsterdam, NetherlandsUniv Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, Netherlands
机构:
Hangzhou Normal Univ, Jing Hengyi Sch Educ, Dept Psychol, Hangzhou, Zhejiang, Peoples R China
Hangzhou Normal Univ, Inst Psychol Sci, Hangzhou, Zhejiang, Peoples R ChinaHangzhou Normal Univ, Jing Hengyi Sch Educ, Dept Psychol, Hangzhou, Zhejiang, Peoples R China
Yang, Qun
Bellucci, Gabriele
论文数: 0引用数: 0
h-index: 0
机构:
Max Planck Inst Biol Cybernet, Dept Computat Neurosci, Tubingen, GermanyHangzhou Normal Univ, Jing Hengyi Sch Educ, Dept Psychol, Hangzhou, Zhejiang, Peoples R China
Bellucci, Gabriele
Hoffman, Morris
论文数: 0引用数: 0
h-index: 0
机构:
State Colorado, Judicial Dist 2, Denver, CO USAHangzhou Normal Univ, Jing Hengyi Sch Educ, Dept Psychol, Hangzhou, Zhejiang, Peoples R China
Hoffman, Morris
Hsu, Ko-Tsung
论文数: 0引用数: 0
h-index: 0
机构:
George Mason Univ, Dept Bioengn, Fairfax, VA USAHangzhou Normal Univ, Jing Hengyi Sch Educ, Dept Psychol, Hangzhou, Zhejiang, Peoples R China
Hsu, Ko-Tsung
Lu, Bonian
论文数: 0引用数: 0
h-index: 0
机构:
Auburn Univ, Dept Elect & Comp Engn, AU MRI Res Ctr, Auburn, AL USAHangzhou Normal Univ, Jing Hengyi Sch Educ, Dept Psychol, Hangzhou, Zhejiang, Peoples R China
Lu, Bonian
Deshpande, Gopikrishna
论文数: 0引用数: 0
h-index: 0
机构:
Auburn Univ, Dept Elect & Comp Engn, AU MRI Res Ctr, Auburn, AL USA
Auburn Univ, Dept Psychol, Auburn, AL 36849 USAHangzhou Normal Univ, Jing Hengyi Sch Educ, Dept Psychol, Hangzhou, Zhejiang, Peoples R China
Deshpande, Gopikrishna
Krueger, Frank
论文数: 0引用数: 0
h-index: 0
机构:
George Mason Univ, Sch Syst Biol, Fairfax, VA 22030 USAHangzhou Normal Univ, Jing Hengyi Sch Educ, Dept Psychol, Hangzhou, Zhejiang, Peoples R China
机构:
KaLy Cell, 20A Rue Gen Leclerc, F-67115 Plobsheim, FranceKaLy Cell, 20A Rue Gen Leclerc, F-67115 Plobsheim, France
Parmentier, Celine
Hendriks, Delilah F. G.
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Dept Physiol & Pharmacol, Pharmacogenet Sect, Stockholm, SwedenKaLy Cell, 20A Rue Gen Leclerc, F-67115 Plobsheim, France
Hendriks, Delilah F. G.
Heyd, Bruno
论文数: 0引用数: 0
h-index: 0
机构:
Hop Jean Minjoz, 3 Blvd Alexandre Fleming, F-25000 Besancon, France
Univ Bourgogne Franche Comte, EA 4267, PEPITE, Besancon, FranceKaLy Cell, 20A Rue Gen Leclerc, F-67115 Plobsheim, France
Heyd, Bruno
Bachellier, Philippe
论文数: 0引用数: 0
h-index: 0
机构:
Hop Hautepierre, F-67098 Strasbourg, FranceKaLy Cell, 20A Rue Gen Leclerc, F-67115 Plobsheim, France
Bachellier, Philippe
Ingelman-Sundberg, Magnus
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Dept Physiol & Pharmacol, Pharmacogenet Sect, Stockholm, SwedenKaLy Cell, 20A Rue Gen Leclerc, F-67115 Plobsheim, France
Ingelman-Sundberg, Magnus
Richert, Lysiane
论文数: 0引用数: 0
h-index: 0
机构:
KaLy Cell, 20A Rue Gen Leclerc, F-67115 Plobsheim, France
Univ Bourgogne Franche Comte, EA 4267, PEPITE, Besancon, FranceKaLy Cell, 20A Rue Gen Leclerc, F-67115 Plobsheim, France
机构:
Minist Educ, Key Lab Cognit & Personal SWU, Chongqing, Peoples R China
Southwest Univ, Sch Psychol, Chongqing, Peoples R ChinaMinist Educ, Key Lab Cognit & Personal SWU, Chongqing, Peoples R China
Zhu, Feifei
Zhang, Qinglin
论文数: 0引用数: 0
h-index: 0
机构:
Minist Educ, Key Lab Cognit & Personal SWU, Chongqing, Peoples R China
Southwest Univ, Sch Psychol, Chongqing, Peoples R ChinaMinist Educ, Key Lab Cognit & Personal SWU, Chongqing, Peoples R China
Zhang, Qinglin
Qiu, Jiang
论文数: 0引用数: 0
h-index: 0
机构:
Minist Educ, Key Lab Cognit & Personal SWU, Chongqing, Peoples R China
Southwest Univ, Sch Psychol, Chongqing, Peoples R ChinaMinist Educ, Key Lab Cognit & Personal SWU, Chongqing, Peoples R China
机构:
Univ Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, Netherlands
Royal Netherlands Acad Arts & Sci KNAW, Netherlands Inst Neurosci, Amsterdam, Netherlands
Max Planck Inst Human Cognit & Brain Sci, Leipzig, Germany
DOr Inst Res & Educ IDOR, Cognit & Behav Neurosci Unit, Rio De Janeiro, BrazilUniv Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, Netherlands
Engel, Annerose
Hijmans, Brenda S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, NetherlandsUniv Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, Netherlands
Hijmans, Brenda S.
Cerliani, Leonardo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, Netherlands
Royal Netherlands Acad Arts & Sci KNAW, Netherlands Inst Neurosci, Amsterdam, NetherlandsUniv Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, Netherlands
Cerliani, Leonardo
Bangert, Marc
论文数: 0引用数: 0
h-index: 0
机构:
Max Planck Inst Human Cognit & Brain Sci, Leipzig, Germany
Univ Mus Carl Maria von Weber, Inst Musicians Med, Dresden, GermanyUniv Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, Netherlands
Bangert, Marc
Nanetti, Luca
论文数: 0引用数: 0
h-index: 0
机构:
Univ Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, NetherlandsUniv Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, Netherlands
Nanetti, Luca
Keller, Peter E.
论文数: 0引用数: 0
h-index: 0
机构:
Max Planck Inst Human Cognit & Brain Sci, Leipzig, Germany
Univ Western Sydney, MARCS Inst, Penrith, NSW 1797, AustraliaUniv Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, Netherlands
Keller, Peter E.
Keysers, Christian
论文数: 0引用数: 0
h-index: 0
机构:
Univ Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, Netherlands
Royal Netherlands Acad Arts & Sci KNAW, Netherlands Inst Neurosci, Amsterdam, NetherlandsUniv Groningen, Univ Med Ctr Groningen, Dept Neurosci, NL-9700 AB Groningen, Netherlands
机构:
Hangzhou Normal Univ, Jing Hengyi Sch Educ, Dept Psychol, Hangzhou, Zhejiang, Peoples R China
Hangzhou Normal Univ, Inst Psychol Sci, Hangzhou, Zhejiang, Peoples R ChinaHangzhou Normal Univ, Jing Hengyi Sch Educ, Dept Psychol, Hangzhou, Zhejiang, Peoples R China
Yang, Qun
Bellucci, Gabriele
论文数: 0引用数: 0
h-index: 0
机构:
Max Planck Inst Biol Cybernet, Dept Computat Neurosci, Tubingen, GermanyHangzhou Normal Univ, Jing Hengyi Sch Educ, Dept Psychol, Hangzhou, Zhejiang, Peoples R China
Bellucci, Gabriele
Hoffman, Morris
论文数: 0引用数: 0
h-index: 0
机构:
State Colorado, Judicial Dist 2, Denver, CO USAHangzhou Normal Univ, Jing Hengyi Sch Educ, Dept Psychol, Hangzhou, Zhejiang, Peoples R China
Hoffman, Morris
Hsu, Ko-Tsung
论文数: 0引用数: 0
h-index: 0
机构:
George Mason Univ, Dept Bioengn, Fairfax, VA USAHangzhou Normal Univ, Jing Hengyi Sch Educ, Dept Psychol, Hangzhou, Zhejiang, Peoples R China
Hsu, Ko-Tsung
Lu, Bonian
论文数: 0引用数: 0
h-index: 0
机构:
Auburn Univ, Dept Elect & Comp Engn, AU MRI Res Ctr, Auburn, AL USAHangzhou Normal Univ, Jing Hengyi Sch Educ, Dept Psychol, Hangzhou, Zhejiang, Peoples R China
Lu, Bonian
Deshpande, Gopikrishna
论文数: 0引用数: 0
h-index: 0
机构:
Auburn Univ, Dept Elect & Comp Engn, AU MRI Res Ctr, Auburn, AL USA
Auburn Univ, Dept Psychol, Auburn, AL 36849 USAHangzhou Normal Univ, Jing Hengyi Sch Educ, Dept Psychol, Hangzhou, Zhejiang, Peoples R China
Deshpande, Gopikrishna
Krueger, Frank
论文数: 0引用数: 0
h-index: 0
机构:
George Mason Univ, Sch Syst Biol, Fairfax, VA 22030 USAHangzhou Normal Univ, Jing Hengyi Sch Educ, Dept Psychol, Hangzhou, Zhejiang, Peoples R China
机构:
KaLy Cell, 20A Rue Gen Leclerc, F-67115 Plobsheim, FranceKaLy Cell, 20A Rue Gen Leclerc, F-67115 Plobsheim, France
Parmentier, Celine
Hendriks, Delilah F. G.
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Dept Physiol & Pharmacol, Pharmacogenet Sect, Stockholm, SwedenKaLy Cell, 20A Rue Gen Leclerc, F-67115 Plobsheim, France
Hendriks, Delilah F. G.
Heyd, Bruno
论文数: 0引用数: 0
h-index: 0
机构:
Hop Jean Minjoz, 3 Blvd Alexandre Fleming, F-25000 Besancon, France
Univ Bourgogne Franche Comte, EA 4267, PEPITE, Besancon, FranceKaLy Cell, 20A Rue Gen Leclerc, F-67115 Plobsheim, France
Heyd, Bruno
Bachellier, Philippe
论文数: 0引用数: 0
h-index: 0
机构:
Hop Hautepierre, F-67098 Strasbourg, FranceKaLy Cell, 20A Rue Gen Leclerc, F-67115 Plobsheim, France
Bachellier, Philippe
Ingelman-Sundberg, Magnus
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Dept Physiol & Pharmacol, Pharmacogenet Sect, Stockholm, SwedenKaLy Cell, 20A Rue Gen Leclerc, F-67115 Plobsheim, France
Ingelman-Sundberg, Magnus
Richert, Lysiane
论文数: 0引用数: 0
h-index: 0
机构:
KaLy Cell, 20A Rue Gen Leclerc, F-67115 Plobsheim, France
Univ Bourgogne Franche Comte, EA 4267, PEPITE, Besancon, FranceKaLy Cell, 20A Rue Gen Leclerc, F-67115 Plobsheim, France
机构:
Minist Educ, Key Lab Cognit & Personal SWU, Chongqing, Peoples R China
Southwest Univ, Sch Psychol, Chongqing, Peoples R ChinaMinist Educ, Key Lab Cognit & Personal SWU, Chongqing, Peoples R China
Zhu, Feifei
Zhang, Qinglin
论文数: 0引用数: 0
h-index: 0
机构:
Minist Educ, Key Lab Cognit & Personal SWU, Chongqing, Peoples R China
Southwest Univ, Sch Psychol, Chongqing, Peoples R ChinaMinist Educ, Key Lab Cognit & Personal SWU, Chongqing, Peoples R China
Zhang, Qinglin
Qiu, Jiang
论文数: 0引用数: 0
h-index: 0
机构:
Minist Educ, Key Lab Cognit & Personal SWU, Chongqing, Peoples R China
Southwest Univ, Sch Psychol, Chongqing, Peoples R ChinaMinist Educ, Key Lab Cognit & Personal SWU, Chongqing, Peoples R China