The appearance of matching

•A computer model of concurrent variable interval schedules was used to investigate the matching law.•The schedule dictates the form of the relation between behavior and reinforcement ratios.•Matching law graphs of optimal behavior are sigmoidal.•Matching- like behavior only appears when reinforceme...

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Published inBehavioural processes Vol. 179; p. 104195
Main Author González, Fernando
Format Journal Article
LanguageEnglish
Published Netherlands Elsevier B.V 01.10.2020
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Abstract •A computer model of concurrent variable interval schedules was used to investigate the matching law.•The schedule dictates the form of the relation between behavior and reinforcement ratios.•Matching law graphs of optimal behavior are sigmoidal.•Matching- like behavior only appears when reinforcement generation efficiency is high. A computerized version of Houston and McNamara’s (1981) model of concurrent variable time schedules was used to generate large data sets consisting of behavior inputs and the corresponding reinforcement outputs. The data was analyzed to assess the hypothesis that matching behavior observed with CONCVTVT (or CONCVIVI) schedules is an inevitable product of the operation of the schedule. The results suggest that the generalized matching law does not provide the best description of the results obtained with CONCVTVT schedules; that the parameter value of schedule components determine the framework of the reinforcement efficiency maps of behavior choices; and that by random chance alone matching-like behavior is likely to appear if the reinforcement generation efficiency of the behavior is high.
AbstractList A computerized version of Houston and McNamara's (1981) model of concurrent variable time schedules was used to generate large data sets consisting of behavior inputs and the corresponding reinforcement outputs. The data was analyzed to assess the hypothesis that matching behavior observed with CONCVTVT (or CONCVIVI) schedules is an inevitable product of the operation of the schedule. The results suggest that the generalized matching law does not provide the best description of the results obtained with CONCVTVT schedules; that the parameter value of schedule components determine the framework of the reinforcement efficiency maps of behavior choices; and that by random chance alone matching-like behavior is likely to appear if the reinforcement generation efficiency of the behavior is high.
•A computer model of concurrent variable interval schedules was used to investigate the matching law.•The schedule dictates the form of the relation between behavior and reinforcement ratios.•Matching law graphs of optimal behavior are sigmoidal.•Matching- like behavior only appears when reinforcement generation efficiency is high. A computerized version of Houston and McNamara’s (1981) model of concurrent variable time schedules was used to generate large data sets consisting of behavior inputs and the corresponding reinforcement outputs. The data was analyzed to assess the hypothesis that matching behavior observed with CONCVTVT (or CONCVIVI) schedules is an inevitable product of the operation of the schedule. The results suggest that the generalized matching law does not provide the best description of the results obtained with CONCVTVT schedules; that the parameter value of schedule components determine the framework of the reinforcement efficiency maps of behavior choices; and that by random chance alone matching-like behavior is likely to appear if the reinforcement generation efficiency of the behavior is high.
ArticleNumber 104195
Author González, Fernando
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Cites_doi 10.1016/j.jmp.2004.04.001
10.1002/jeab.156
10.1901/jeab.1968.11-683
10.1901/jeab.1999.71-75
10.1901/jeab.1974.22-231
10.1901/jeab.1982.38-35
10.1901/jeab.1978.30-345
10.1901/jeab.1969.12-861
10.1901/jeab.2010.94-161
10.1901/jeab.2004.82-143
10.1901/jeab.1979.32-269
10.1901/jeab.1983.40-321
10.1901/jeab.1982.38-339
10.1016/j.beproc.2009.01.005
10.1037/a0034244
10.1901/jeab.1961.4-267
10.1901/jeab.1995.64-277
10.1901/jeab.1981.35-367
10.1901/jeab.2000.74-1
10.1037/a0017588
10.1901/jeab.1983.40-99
10.1037/0097-7403.18.4.364
10.1037/0033-295X.85.5.436
10.1016/j.beproc.2015.08.007
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Keywords RR
A
DTS
MTRR
Computer model
MRR
DT
Concurrent variable time schedule
Matching law
Optimal behavior
Reinforcement maximization
OB
SPS
DTL
Behavior efficiency
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Language English
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References Baum (bib0005) 1974; 22
Heyman, Tanz (bib0070) 1995; 64
Baum (bib0010) 1979; 32
Brownstein, Pliskoff (bib0045) 1968; 11
Belinsky, González, Stahl (bib0040) 2004; 48
Rachlin (bib0110) 1978; 30
Wearden, Burguess (bib0125) 1982; 38
Baum, Rachlin (bib0035) 1969; 12
Killen (bib0085) 2015; 104
Mazur (bib0095) 1992; 18
Mazur (bib0100) 2010; 36
McDowell (bib0105) 2013; 120
Hinson, Staddon (bib0075) 1983; 40
Baum (bib0020) 2010; 94
Todorov, Oliveira Castro, Hanna, Bittencourt de Sa, Barreto (bib0120) 1983; 40
Baum, Davison (bib0030) 2009; 81
Herrnstein (bib0060) 1961; 4
Baum (bib0015) 1982; 38
Davidson, Baum (bib0055) 2000; 74
Baum, Aparicio (bib0025) 1999; 71
Herrnstein, Vaughan (bib0065) 1980
Crowley, Donahoe (bib0050) 2004; 82
Houston, McNamara (bib0080) 1981; 35
MacDonall (bib0090) 2015; 120
Staddon, Motheral (bib0115) 1978; 85
Herrnstein (10.1016/j.beproc.2020.104195_bib0065) 1980
Heyman (10.1016/j.beproc.2020.104195_bib0070) 1995; 64
Davidson (10.1016/j.beproc.2020.104195_bib0055) 2000; 74
Mazur (10.1016/j.beproc.2020.104195_bib0100) 2010; 36
Crowley (10.1016/j.beproc.2020.104195_bib0050) 2004; 82
MacDonall (10.1016/j.beproc.2020.104195_bib0090) 2015; 120
Wearden (10.1016/j.beproc.2020.104195_bib0125) 1982; 38
Hinson (10.1016/j.beproc.2020.104195_bib0075) 1983; 40
Belinsky (10.1016/j.beproc.2020.104195_bib0040) 2004; 48
Mazur (10.1016/j.beproc.2020.104195_bib0095) 1992; 18
Houston (10.1016/j.beproc.2020.104195_bib0080) 1981; 35
Todorov (10.1016/j.beproc.2020.104195_bib0120) 1983; 40
Baum (10.1016/j.beproc.2020.104195_bib0030) 2009; 81
Brownstein (10.1016/j.beproc.2020.104195_bib0045) 1968; 11
Baum (10.1016/j.beproc.2020.104195_bib0005) 1974; 22
Baum (10.1016/j.beproc.2020.104195_bib0010) 1979; 32
McDowell (10.1016/j.beproc.2020.104195_bib0105) 2013; 120
Baum (10.1016/j.beproc.2020.104195_bib0035) 1969; 12
Killen (10.1016/j.beproc.2020.104195_bib0085) 2015; 104
Baum (10.1016/j.beproc.2020.104195_bib0020) 2010; 94
Baum (10.1016/j.beproc.2020.104195_bib0015) 1982; 38
Herrnstein (10.1016/j.beproc.2020.104195_bib0060) 1961; 4
Baum (10.1016/j.beproc.2020.104195_bib0025) 1999; 71
Staddon (10.1016/j.beproc.2020.104195_bib0115) 1978; 85
Rachlin (10.1016/j.beproc.2020.104195_bib0110) 1978; 30
References_xml – volume: 120
  start-page: 40
  year: 2015
  end-page: 49
  ident: bib0090
  article-title: An alternative to the stay/switch equation assessed when using a change-over delay
  publication-title: Behav. Process.
  contributor:
    fullname: MacDonall
– volume: 94
  start-page: 161
  year: 2010
  end-page: 174
  ident: bib0020
  article-title: Dynamics of choice: a tutorial
  publication-title: J. Exp. Anal. Behav.
  contributor:
    fullname: Baum
– volume: 18
  start-page: 364
  year: 1992
  end-page: 378
  ident: bib0095
  article-title: Choice behavior in transition: development of preference with ratio and interval schedules
  publication-title: J. Exp. Psychol. Anim. Behav. Process.
  contributor:
    fullname: Mazur
– volume: 40
  start-page: 99
  year: 1983
  end-page: 111
  ident: bib0120
  article-title: Choice, experience, and the generalized matching law
  publication-title: J. Exp. Anal. Behav.
  contributor:
    fullname: Barreto
– volume: 12
  start-page: 861
  year: 1969
  end-page: 874
  ident: bib0035
  article-title: Choice as time allocation
  publication-title: J. Exp. Anal. Behav.
  contributor:
    fullname: Rachlin
– volume: 82
  start-page: 143
  year: 2004
  end-page: 159
  ident: bib0050
  article-title: Matching: its acquisition and generalization
  publication-title: J. Exp. Anal. Behav.
  contributor:
    fullname: Donahoe
– volume: 71
  start-page: 75
  year: 1999
  end-page: 89
  ident: bib0025
  article-title: Optimality and concurrent variable-interval variable-ratio schedules
  publication-title: J. Exp. Anal. Behav.
  contributor:
    fullname: Aparicio
– volume: 30
  start-page: 345
  year: 1978
  end-page: 360
  ident: bib0110
  article-title: A molar theory of reinforcement schedules
  publication-title: J. Exp. Anal. Behav.
  contributor:
    fullname: Rachlin
– year: 1980
  ident: bib0065
  article-title: Melioration and behavioral allocation
  publication-title: Limits to Action.
  contributor:
    fullname: Vaughan
– volume: 64
  start-page: 277
  year: 1995
  end-page: 297
  ident: bib0070
  article-title: How to teach a pigeon to maximize overall reinforcement rate
  publication-title: J. Exp. Anal. Behav.
  contributor:
    fullname: Tanz
– volume: 38
  start-page: 339
  year: 1982
  end-page: 348
  ident: bib0125
  article-title: Matching since Baum (1979)
  publication-title: J. Exp. Anal. Behav.
  contributor:
    fullname: Burguess
– volume: 11
  start-page: 683
  year: 1968
  end-page: 688
  ident: bib0045
  article-title: Some effects of relative reinforcement rate and changeover delay in response-independent concurrent schedules of reinforcement
  publication-title: J. Exp. Anal. Behav.
  contributor:
    fullname: Pliskoff
– volume: 38
  start-page: 35
  year: 1982
  end-page: 49
  ident: bib0015
  article-title: Choice, changeover, and travel
  publication-title: J. Exp. Anal. Behav.
  contributor:
    fullname: Baum
– volume: 35
  start-page: 367
  year: 1981
  end-page: 393
  ident: bib0080
  article-title: How to maximize reward rate on two variable-interval paradigms
  publication-title: J. Exp. Anal. Behav.
  contributor:
    fullname: McNamara
– volume: 120
  start-page: 731
  year: 2013
  end-page: 750
  ident: bib0105
  article-title: A quantitative evolutionary theory of adaptive behavior dynamics
  publication-title: Psychol. Review
  contributor:
    fullname: McDowell
– volume: 74
  start-page: 1
  year: 2000
  end-page: 24
  ident: bib0055
  article-title: Choice in a variable environment: every reinforcement counts
  publication-title: J. Exp. Anal. Behav.
  contributor:
    fullname: Baum
– volume: 81
  start-page: 189
  year: 2009
  end-page: 194
  ident: bib0030
  article-title: Modeling the dynamics of choice
  publication-title: Behav. Process.
  contributor:
    fullname: Davison
– volume: 85
  start-page: 436
  year: 1978
  end-page: 444
  ident: bib0115
  article-title: On matching and maximizing in operant choice experiments
  publication-title: Psychol. Rev.
  contributor:
    fullname: Motheral
– volume: 32
  start-page: 269
  year: 1979
  end-page: 281
  ident: bib0010
  article-title: Matching, undermatching, and overmatching in studies of choice
  publication-title: J. Exp. Anal. Behav.
  contributor:
    fullname: Baum
– volume: 4
  start-page: 267
  year: 1961
  end-page: 272
  ident: bib0060
  article-title: Relative and absolute strength of response as a function of frequency of reinforcement
  publication-title: J. Exp. Anal. Behav.
  contributor:
    fullname: Herrnstein
– volume: 40
  start-page: 321
  year: 1983
  end-page: 331
  ident: bib0075
  article-title: Matching, maximizing, and hill-climbing
  publication-title: J. Exp. Anal. Behav.
  contributor:
    fullname: Staddon
– volume: 22
  start-page: 231
  year: 1974
  end-page: 242
  ident: bib0005
  article-title: On two types of deviation from the matching law: bias and undermatching
  publication-title: J. Exp. Anal. Behav.
  contributor:
    fullname: Baum
– volume: 104
  start-page: 74
  year: 2015
  end-page: 92
  ident: bib0085
  article-title: The logistics of choice
  publication-title: J. Exp. Anal. Behav.
  contributor:
    fullname: Killen
– volume: 48
  start-page: 247
  year: 2004
  end-page: 262
  ident: bib0040
  article-title: Optimal behavior and concurrent variable interval schedules
  publication-title: J. Math. Psychol.
  contributor:
    fullname: Stahl
– volume: 36
  start-page: 321
  year: 2010
  end-page: 333
  ident: bib0100
  article-title: Distributed versus exclusive preference in discrete-trial choice
  publication-title: J. Exp. Psychol. Anim. Behav. Process.
  contributor:
    fullname: Mazur
– volume: 48
  start-page: 247
  year: 2004
  ident: 10.1016/j.beproc.2020.104195_bib0040
  article-title: Optimal behavior and concurrent variable interval schedules
  publication-title: J. Math. Psychol.
  doi: 10.1016/j.jmp.2004.04.001
  contributor:
    fullname: Belinsky
– volume: 104
  start-page: 74
  year: 2015
  ident: 10.1016/j.beproc.2020.104195_bib0085
  article-title: The logistics of choice
  publication-title: J. Exp. Anal. Behav.
  doi: 10.1002/jeab.156
  contributor:
    fullname: Killen
– volume: 11
  start-page: 683
  year: 1968
  ident: 10.1016/j.beproc.2020.104195_bib0045
  article-title: Some effects of relative reinforcement rate and changeover delay in response-independent concurrent schedules of reinforcement
  publication-title: J. Exp. Anal. Behav.
  doi: 10.1901/jeab.1968.11-683
  contributor:
    fullname: Brownstein
– volume: 71
  start-page: 75
  year: 1999
  ident: 10.1016/j.beproc.2020.104195_bib0025
  article-title: Optimality and concurrent variable-interval variable-ratio schedules
  publication-title: J. Exp. Anal. Behav.
  doi: 10.1901/jeab.1999.71-75
  contributor:
    fullname: Baum
– volume: 22
  start-page: 231
  year: 1974
  ident: 10.1016/j.beproc.2020.104195_bib0005
  article-title: On two types of deviation from the matching law: bias and undermatching
  publication-title: J. Exp. Anal. Behav.
  doi: 10.1901/jeab.1974.22-231
  contributor:
    fullname: Baum
– volume: 38
  start-page: 35
  year: 1982
  ident: 10.1016/j.beproc.2020.104195_bib0015
  article-title: Choice, changeover, and travel
  publication-title: J. Exp. Anal. Behav.
  doi: 10.1901/jeab.1982.38-35
  contributor:
    fullname: Baum
– volume: 30
  start-page: 345
  year: 1978
  ident: 10.1016/j.beproc.2020.104195_bib0110
  article-title: A molar theory of reinforcement schedules
  publication-title: J. Exp. Anal. Behav.
  doi: 10.1901/jeab.1978.30-345
  contributor:
    fullname: Rachlin
– volume: 12
  start-page: 861
  year: 1969
  ident: 10.1016/j.beproc.2020.104195_bib0035
  article-title: Choice as time allocation
  publication-title: J. Exp. Anal. Behav.
  doi: 10.1901/jeab.1969.12-861
  contributor:
    fullname: Baum
– volume: 94
  start-page: 161
  year: 2010
  ident: 10.1016/j.beproc.2020.104195_bib0020
  article-title: Dynamics of choice: a tutorial
  publication-title: J. Exp. Anal. Behav.
  doi: 10.1901/jeab.2010.94-161
  contributor:
    fullname: Baum
– volume: 82
  start-page: 143
  year: 2004
  ident: 10.1016/j.beproc.2020.104195_bib0050
  article-title: Matching: its acquisition and generalization
  publication-title: J. Exp. Anal. Behav.
  doi: 10.1901/jeab.2004.82-143
  contributor:
    fullname: Crowley
– volume: 32
  start-page: 269
  year: 1979
  ident: 10.1016/j.beproc.2020.104195_bib0010
  article-title: Matching, undermatching, and overmatching in studies of choice
  publication-title: J. Exp. Anal. Behav.
  doi: 10.1901/jeab.1979.32-269
  contributor:
    fullname: Baum
– volume: 40
  start-page: 321
  year: 1983
  ident: 10.1016/j.beproc.2020.104195_bib0075
  article-title: Matching, maximizing, and hill-climbing
  publication-title: J. Exp. Anal. Behav.
  doi: 10.1901/jeab.1983.40-321
  contributor:
    fullname: Hinson
– volume: 38
  start-page: 339
  year: 1982
  ident: 10.1016/j.beproc.2020.104195_bib0125
  article-title: Matching since Baum (1979)
  publication-title: J. Exp. Anal. Behav.
  doi: 10.1901/jeab.1982.38-339
  contributor:
    fullname: Wearden
– volume: 81
  start-page: 189
  year: 2009
  ident: 10.1016/j.beproc.2020.104195_bib0030
  article-title: Modeling the dynamics of choice
  publication-title: Behav. Process.
  doi: 10.1016/j.beproc.2009.01.005
  contributor:
    fullname: Baum
– volume: 120
  start-page: 731
  year: 2013
  ident: 10.1016/j.beproc.2020.104195_bib0105
  article-title: A quantitative evolutionary theory of adaptive behavior dynamics
  publication-title: Psychol. Review
  doi: 10.1037/a0034244
  contributor:
    fullname: McDowell
– volume: 4
  start-page: 267
  year: 1961
  ident: 10.1016/j.beproc.2020.104195_bib0060
  article-title: Relative and absolute strength of response as a function of frequency of reinforcement
  publication-title: J. Exp. Anal. Behav.
  doi: 10.1901/jeab.1961.4-267
  contributor:
    fullname: Herrnstein
– volume: 64
  start-page: 277
  year: 1995
  ident: 10.1016/j.beproc.2020.104195_bib0070
  article-title: How to teach a pigeon to maximize overall reinforcement rate
  publication-title: J. Exp. Anal. Behav.
  doi: 10.1901/jeab.1995.64-277
  contributor:
    fullname: Heyman
– volume: 35
  start-page: 367
  year: 1981
  ident: 10.1016/j.beproc.2020.104195_bib0080
  article-title: How to maximize reward rate on two variable-interval paradigms
  publication-title: J. Exp. Anal. Behav.
  doi: 10.1901/jeab.1981.35-367
  contributor:
    fullname: Houston
– volume: 74
  start-page: 1
  year: 2000
  ident: 10.1016/j.beproc.2020.104195_bib0055
  article-title: Choice in a variable environment: every reinforcement counts
  publication-title: J. Exp. Anal. Behav.
  doi: 10.1901/jeab.2000.74-1
  contributor:
    fullname: Davidson
– volume: 36
  start-page: 321
  year: 2010
  ident: 10.1016/j.beproc.2020.104195_bib0100
  article-title: Distributed versus exclusive preference in discrete-trial choice
  publication-title: J. Exp. Psychol. Anim. Behav. Process.
  doi: 10.1037/a0017588
  contributor:
    fullname: Mazur
– volume: 40
  start-page: 99
  year: 1983
  ident: 10.1016/j.beproc.2020.104195_bib0120
  article-title: Choice, experience, and the generalized matching law
  publication-title: J. Exp. Anal. Behav.
  doi: 10.1901/jeab.1983.40-99
  contributor:
    fullname: Todorov
– year: 1980
  ident: 10.1016/j.beproc.2020.104195_bib0065
  article-title: Melioration and behavioral allocation
  contributor:
    fullname: Herrnstein
– volume: 18
  start-page: 364
  year: 1992
  ident: 10.1016/j.beproc.2020.104195_bib0095
  article-title: Choice behavior in transition: development of preference with ratio and interval schedules
  publication-title: J. Exp. Psychol. Anim. Behav. Process.
  doi: 10.1037/0097-7403.18.4.364
  contributor:
    fullname: Mazur
– volume: 85
  start-page: 436
  year: 1978
  ident: 10.1016/j.beproc.2020.104195_bib0115
  article-title: On matching and maximizing in operant choice experiments
  publication-title: Psychol. Rev.
  doi: 10.1037/0033-295X.85.5.436
  contributor:
    fullname: Staddon
– volume: 120
  start-page: 40
  year: 2015
  ident: 10.1016/j.beproc.2020.104195_bib0090
  article-title: An alternative to the stay/switch equation assessed when using a change-over delay
  publication-title: Behav. Process.
  doi: 10.1016/j.beproc.2015.08.007
  contributor:
    fullname: MacDonall
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Snippet •A computer model of concurrent variable interval schedules was used to investigate the matching law.•The schedule dictates the form of the relation between...
A computerized version of Houston and McNamara's (1981) model of concurrent variable time schedules was used to generate large data sets consisting of behavior...
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StartPage 104195
SubjectTerms Behavior efficiency
Computer model
Concurrent variable time schedule
Matching law
Optimal behavior
Reinforcement maximization
Reinforcement Schedule
Reinforcement, Psychology
Title The appearance of matching
URI https://dx.doi.org/10.1016/j.beproc.2020.104195
https://www.ncbi.nlm.nih.gov/pubmed/32679227
https://search.proquest.com/docview/2424997349
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