Skip to main content
Journal of the Experimental Analysis of Behavior logoLink to Journal of the Experimental Analysis of Behavior
. 1974 Jul;22(1):231–242. doi: 10.1901/jeab.1974.22-231

On two types of deviation from the matching law: bias and undermatching1

William M Baum
PMCID: PMC1333261  PMID: 16811782

Abstract

Data on choice generally conform closely to an equation of the form: log(B1/B2)=a log(r1/r2+log k, where B1 and B2 are the frequencies of responding at Alternatives 1 and 2, r1 and r2 are the obtained reinforcement from Alternatives 1 and 2, and a and k are empirical constants. When a and k equal one, this equation is equivalent to the matching relation: B1/B2=r1/r2. Two types of deviation from matching can occur with this formulation: a and k not equal to one. In some experiments, a systematically falls short of one. This deviation is undermatching. The reasons for undermatching are obscure at present. Some evidence suggests, however, that factors favoring discrimination also favor matching. Matching (a=1) may represent the norm in choice when discrimination is maximal. When k differs from one, its magnitude indicates the degree of bias in choice. The generalized matching law predicts that bias should take this form (adding a constant proportion of responding to the favored alternative). Data from a variety of experiments indicate that it generally does.

Full text

PDF
232

Selected References

These references are in PubMed. This may not be the complete list of references from this article.

  1. Baum W. M., Rachlin H. C. Choice as time allocation. J Exp Anal Behav. 1969 Nov;12(6):861–874. doi: 10.1901/jeab.1969.12-861. [DOI] [PMC free article] [PubMed] [Google Scholar]
  2. Baum W. M. Time allocation and negative reinforcement. J Exp Anal Behav. 1973 Nov;20(3):313–322. doi: 10.1901/jeab.1973.20-313. [DOI] [PMC free article] [PubMed] [Google Scholar]
  3. Brownstein A. J., Pliskoff S. S. Some effects of relative reinforcement rate and changeover delay in response-independent concurrent schedules of reinforcement. J Exp Anal Behav. 1968 Nov;11(6):683–688. doi: 10.1901/jeab.1968.11-683. [DOI] [PMC free article] [PubMed] [Google Scholar]
  4. Fantino E., Squires N., Delbrück N., Peterson C. Choice behavior and the accessibility of the reinforcer. J Exp Anal Behav. 1972 Jul;18(1):35–43. doi: 10.1901/jeab.1972.18-35. [DOI] [PMC free article] [PubMed] [Google Scholar]
  5. Findley J. D. Preference and Switching under Concurrent Scheduling. J Exp Anal Behav. 1958 Apr;1(2):123–144. doi: 10.1901/jeab.1958.1-123. [DOI] [PMC free article] [PubMed] [Google Scholar]
  6. HERRNSTEIN R. J. Relative and absolute strength of response as a function of frequency of reinforcement. J Exp Anal Behav. 1961 Jul;4:267–272. doi: 10.1901/jeab.1961.4-267. [DOI] [PMC free article] [PubMed] [Google Scholar]
  7. Herrnstein R. J. On the law of effect. J Exp Anal Behav. 1970 Mar;13(2):243–266. doi: 10.1901/jeab.1970.13-243. [DOI] [PMC free article] [PubMed] [Google Scholar]
  8. Hollard V., Davison M. C. Preference for qualitatively different reinforcers. J Exp Anal Behav. 1971 Nov;16(3):375–380. doi: 10.1901/jeab.1971.16-375. [DOI] [PMC free article] [PubMed] [Google Scholar]
  9. Killeen P. A yoked-chamber comparison of concurrent and multiple schedules. J Exp Anal Behav. 1972 Jul;18(1):13–22. doi: 10.1901/jeab.1972.18-13. [DOI] [PMC free article] [PubMed] [Google Scholar]
  10. Killeen P. The matching law. J Exp Anal Behav. 1972 May;17(3):489–495. doi: 10.1901/jeab.1972.17-489. [DOI] [PMC free article] [PubMed] [Google Scholar]
  11. Labounty C. E., Reynolds G. S. An analysis of response and time matching to reinforcement in concurrent ratio-interval schedules. J Exp Anal Behav. 1973 Jan;19(1):155–166. doi: 10.1901/jeab.1973.19-155. [DOI] [PMC free article] [PubMed] [Google Scholar]
  12. Lander D. G., Irwin R. J. Multiple schedules: effects of the distribution of reinforcements between component on the distribution of responses between conponents. J Exp Anal Behav. 1968 Sep;11(5):517–524. doi: 10.1901/jeab.1968.11-517. [DOI] [PMC free article] [PubMed] [Google Scholar]
  13. Nevin J. A. Rates and patterns of responding with concurrent fixed-interval and variable-interval reinforcement. J Exp Anal Behav. 1971 Sep;16(2):241–247. doi: 10.1901/jeab.1971.16-241. [DOI] [PMC free article] [PubMed] [Google Scholar]
  14. REYNOLDS G. S. On some determinants of choice in pigeons. J Exp Anal Behav. 1963 Jan;6:53–59. doi: 10.1901/jeab.1963.6-53. [DOI] [PMC free article] [PubMed] [Google Scholar]
  15. Rachlin H. On the tautology of the matching law. J Exp Anal Behav. 1971 Mar;15(2):249–251. doi: 10.1901/jeab.1971.15-249. [DOI] [PMC free article] [PubMed] [Google Scholar]
  16. STEVENS S. S. On the psychophysical law. Psychol Rev. 1957 May;64(3):153–181. doi: 10.1037/h0046162. [DOI] [PubMed] [Google Scholar]
  17. Shimp C. P., Wheatley K. L. Matching to relative reinforcement frequency in multiple schedules with a short component duration. J Exp Anal Behav. 1971 Mar;15(2):205–210. doi: 10.1901/jeab.1971.15-205. [DOI] [PMC free article] [PubMed] [Google Scholar]
  18. Shull R. L., Pliskoff S. S. Changeover delay and concurrent schedules: some effects on relative performance measures. J Exp Anal Behav. 1967 Nov;10(6):517–527. doi: 10.1901/jeab.1967.10-517. [DOI] [PMC free article] [PubMed] [Google Scholar]
  19. Staddon J. E. Spaced responding and choice: a preliminary analysis. J Exp Anal Behav. 1968 Nov;11(6):669–682. doi: 10.1901/jeab.1968.11-669. [DOI] [PMC free article] [PubMed] [Google Scholar]
  20. Stubbs D. A., Pliskoff S. S. Concurrent responding with fixed relative rate of reinforcement. J Exp Anal Behav. 1969 Nov;12(6):887–895. doi: 10.1901/jeab.1969.12-887. [DOI] [PMC free article] [PubMed] [Google Scholar]
  21. Todorov J. C. Component duration and relative response rates in multiple schedules. J Exp Anal Behav. 1972 Jan;17(1):45–49. doi: 10.1901/jeab.1972.17-45. [DOI] [PMC free article] [PubMed] [Google Scholar]
  22. Trevett A. J., Davison M. C., Williams R. J. Performance in concurrent interval schedules. J Exp Anal Behav. 1972 May;17(3):369–374. doi: 10.1901/jeab.1972.17-369. [DOI] [PMC free article] [PubMed] [Google Scholar]

Articles from Journal of the Experimental Analysis of Behavior are provided here courtesy of Society for the Experimental Analysis of Behavior

RESOURCES