Modeling VI and VDRL feedback functions: Searching normative rules through computational simulation

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Citações na Scopus
1
Tipo de produção
article
Data de publicação
2023
Título da Revista
ISSN da Revista
Título do Volume
Editora
WILEY
Autores
BERNARDY, Joao Lucas
SANTIAGO, Jessica
MENESES, Thiago Cersosimo
PORTELA, Bianca Sanches
BENVENUTI, Marcelo Frota
Citação
JOURNAL OF THE EXPERIMENTAL ANALYSIS OF BEHAVIOR, v.119, n.2, p.324-336, 2023
Projetos de Pesquisa
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Fascículo
Resumo
We present the mathematical description of feedback functions of variable interval and variable differential reinforcement of low rates as functions of schedule size only. These results were obtained using an R script named Beak, which was built to simulate rates of behavior interacting with simple schedules of reinforcement. Using Beak, we have simulated data that allow an assessment of different reinforcement feedback functions. This was made with unparalleled precision, as simulations provide huge samples of data and, more importantly, simulated behavior is not changed by the reinforcement it produces. Therefore, we can vary response rates systematically. We've compared different reinforcement feedback functions for random interval schedules, using the following criteria: meaning, precision, parsimony, and generality. Our results indicate that the best feedback function for the random interval schedule was published by Baum (1981). We also propose that the model used by Killeen (1975) is a viable feedback function for the random differential reinforcement of low rates schedule. We argue that Beak paves the way for greater understanding of schedules of reinforcement, addressing still open questions about quantitative features of simple schedules. Also, Beak could guide future experiments that use schedules as theoretical and methodological tools.
Palavras-chave
reinforcement feedback function, simple schedules of reinforcement, simulation, variable differential reinforcement of low rates, variable interval
Referências
  1. Aasvee Katrin, 2015, BMC Res Notes, V8, P606, DOI 10.1186/s13104-015-1587-9
  2. AMBLER S, 1973, J MATH PSYCHOL, V10, P364, DOI 10.1016/0022-2496(73)90023-0
  3. BAUM WM, 1993, J EXP ANAL BEHAV, V59, P245, DOI 10.1901/jeab.1993.59-245
  4. BAUM WM, 1973, J EXP ANAL BEHAV, V20, P137, DOI 10.1901/jeab.1973.20-137
  5. BAUM WM, 1981, J EXP ANAL BEHAV, V36, P387, DOI 10.1901/jeab.1981.36-387
  6. BAUM WM, 1992, J EXP ANAL BEHAV, V57, P365, DOI 10.1901/jeab.1992.57-365
  7. CATANIA AC, 1968, J EXP ANAL BEHAV, V11, P327, DOI 10.1901/jeab.1968.11-s327
  8. Dews P. B., 1962, EXPT FDN CLIN PSYCHO, P423, DOI 10.1901/JEAB.1998.69-355
  9. Fantino E, 1998, J EXP ANAL BEHAV, V69, P355, DOI 10.1901/jeab.1998.69-355
  10. FELLER W, 1968, INTRO PROBABILITY TH, V1
  11. FLESHLER M, 1962, J EXP ANAL BEHAV, V5, P529, DOI 10.1901/jeab.1962.5-529
  12. GALIZIO M, 1988, BEHAV ANALYST, V11, P65, DOI 10.1007/BF03392457
  13. GOODIE AS, 1995, PSYCHOL SCI, V6, P101, DOI 10.1111/j.1467-9280.1995.tb00314.x
  14. GREEN L, 1983, J EXP ANAL BEHAV, V40, P217, DOI 10.1901/jeab.1983.40-217
  15. Herrnstein RJ, 1970, J EXP ANAL BEHAV, V13, P243, DOI 10.1901/jeab.1970.13-243
  16. HERRNSTEIN RJ, 1961, J EXP ANAL BEHAV, V4, P267, DOI 10.1901/jeab.1961.4-267
  17. Hyndman RJ, 1996, AM STAT, V50, P120, DOI 10.2307/2684423
  18. KILLEEN P, 1975, PSYCHOL REV, V82, P89, DOI 10.1037/h0076820
  19. Killeen PR, 2003, BEHAV PROCESS, V62, P49, DOI 10.1016/S0376-6357(03)00017-2
  20. Logan F. A., 1967, PSYCHON SCI, V9, P393, DOI 10.3758/BF03330862
  21. Machado A, 1997, PSYCHOL REV, V104, P241, DOI 10.1037/0033-295X.104.2.241
  22. Mazur J. E., 2016, LEARN BEHAV
  23. MILLENSON JR, 1963, J EXP ANAL BEHAV, V6, P437, DOI 10.1901/jeab.1963.6-437
  24. NEVIN JA, 1980, J EXP ANAL BEHAV, V34, P207, DOI 10.1901/jeab.1980.34-207
  25. Pierce W.D., 2017, BEHAV ANAL LEARNING, V6th
  26. PRELEC D, 1982, PSYCHOL REV, V89, P189
  27. RACHLIN H, 1972, J EXP ANAL BEHAV, V17, P15, DOI 10.1901/jeab.1972.17-15
  28. RACHLIN H, 1978, J EXP ANAL BEHAV, V30, P345, DOI 10.1901/jeab.1978.30-345
  29. Rachlin H., 1989, JUDGMENT DECISION CH
  30. Reilly MP, 2003, BEHAV PROCESS, V62, P75, DOI 10.1016/S0376-6357(03)00027-5
  31. SCHWARZ G, 1978, ANN STAT, V6, P461, DOI 10.1214/aos/1176344136
  32. Skinner, 1957, SCHEDULES REINFORCE, DOI 10.1037/10627-000
  33. Staddon J. E. R., 1977, HDB OPERANT BEHAVIOR, P125
  34. Stoddard L T, 1988, Anal Verbal Behav, V6, P33
  35. WEISS SJ, 1974, LEARN MOTIV, V5, P459, DOI 10.1016/0023-9690(74)90004-6
  36. Wyckoff LB., 1969, COND REINFORCEMENT, P237