A simple test of the Law of Initial Values
Abstract
The conceptualization and testing of the Law of Initial Values remains a controversial issue. We critically review common procedures to test the Law, and a simple test of the Law is described and illustrated. The reduction of variance from the pretest to the posttest is crucial in this test.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The law of initial values holds that an initial value has a large impact on the strength and direction of a response, such that a higher pre-stimulus level leads to a smaller post-stimulus response.
“The law of initial values gives further insight into this issue by highlighting that an initial value has a large impact on the strength and direction of a response, such that a higher pre-stimulus level will lead to a smaller post-stimulus response or, in other words, a smaller response when there is a greater initial value19–21.”
From Guidelines for wrist-worn consumer wearable assessment of heart rate in biobehavioral research (2020) · cites this paper as [19]
Cites
Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences.
Henry, N. W., Cohen, J., & Cohen, P. R. (1977) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2064799 · Cited by 7,231 · see citing works
Tests for comparing elements of a correlation matrix
Steiger, J. H. (1980) · Psychological Bulletin · doi:10.1037/0033-2909.87.2.245 · Cited by 4,621 · see citing works
Comparing correlated correlation coefficients
Meng, X.-L., Rosenthal, R., & Rubin, D. B. (1992) · Psychological Bulletin · doi:10.1037/0033-2909.111.1.172 · Cited by 2,472 · see citing works
How we should measure "change": Or should we?
Cronbach, L. J., & Furby, L. (1970) · Psychological Bulletin · doi:10.1037/h0029382 · Cited by 2,456 · see citing works
Lubin, A., & Harris, C. W. (1965) · The American Journal of Psychology · doi:10.2307/1420518 · Cited by 1,380 · see citing works
Stability and Change in Human Characteristics.
Heath, H. A. (1965) · Archives of General Psychiatry · doi:10.1001/archpsyc.1965.01720330099015 · Cited by 1,109 · see citing works
The Advanced Theory of Statistics, Vol. 2: Inference and Relationship
Kendall, M. G., & Stuart, A. (1979) · Cited by 617 · see citing works
Fundamental Statistics in Psychology and Education.
Maxwell, A. E., Guilford, J. P., & Fruchter, B. (1974) · Journal of the Royal Statistical Society Series A (General) · doi:10.2307/2344970 · Cited by 617 · see citing works
THE EVALUATION OF AUTONOMIC RESPONSES: TOWARD A GENERAL SOLUTION
Lacey, J. I. (1956) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.1956.tb46040.x · Cited by 533 · see citing works
Techniques in psychophysiology
Eysenck, H. J. (1980) · Personality and Individual Differences · doi:10.1016/0191-8869(80)90025-2 · Cited by 471 · see citing works
FACTS AND ARTIFACTS IN USING ANALYSIS OF COVARIANCE TO “UNDO” THE LAW OF INITIAL VALUES
Benjamin, L. S. (1967) · Psychophysiology · doi:10.1111/j.1469-8986.1967.tb02757.x · Cited by 158 · see citing works
Methodological Issues in Aging Research
Bergeman, C. S., & Boker, S. M. (2015) · Psychology Press eBooks · doi:10.4324/9781315820989 · Cited by 147 · see citing works
Toward a reconceptualization of the law of initial value.
Jin, P. (1992) · Psychological Bulletin · doi:10.1037/0033-2909.111.1.176 · Cited by 89 · see citing works
DIFFERENTIAL EFFECT OF THE LAW OF INITIAL VALUE (LIV) ON AUTONOMIC VARIABLES
Hord, D. J., Johnson, L. C., & Lubin, A. (1964) · Psychophysiology · doi:10.1111/j.1469-8986.1964.tb02624.x · Cited by 84 · see citing works
The law of initial value: A rare exception
Myrtek, M., & Foerster, F. (1986) · Biological Psychology · doi:10.1016/0301-0511(86)90028-1 · Cited by 67 · see citing works
Scher, H., Furedy, J. J., & Heslegrave, R. J. (1985) · Psychophysiology · doi:10.1111/j.1469-8986.1985.tb01612.x · Cited by 21 · see citing works
Stimulus and Response, the Law of Initial Value.
Grundfest, H. (1968) · Archives of Neurology · doi:10.1001/archneur.1968.00480060107019 · Cited by 19 · see citing works
The Quantification of “Response” to Experimental Stimuli
Heath, H. A., & Oken, D. (1965) · Psychosomatic Medicine · doi:10.1097/00006842-196509000-00007 · Cited by 11 · see citing works
Statistical Procedures with the Law of Initial Values
Campbell, M. E. (1981) · The Journal of Psychology · doi:10.1080/00223980.1981.9915249 · Cited by 10 · see citing works
L.I.V. R.I.P.?: Comments on Myrtek and Foerster's ‘the law of initial value: A rare exception’
Cleary, P. J. (1986) · Biological Psychology · doi:10.1016/0301-0511(86)90031-1 · Cited by 6 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Sex differences in emotion: Expression, experience, and physiology.
Kring, A. M., & Gordon, A. H. (1998) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.74.3.686 · Cited by 1,067 · see citing works
Kring, A. M., & Neale, J. M. (1996) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.105.2.249 · Cited by 374 · see citing works
Guidelines for wrist-worn consumer wearable assessment of heart rate in biobehavioral research
Nelson, B. W., Low, C. A., Jacobson, N., Areán, P., Torous, J., & Allen, N. B. (2020) · npj Digital Medicine · doi:10.1038/s41746-020-0297-4 · Cited by 241 · see citing works
Dopamine Agonists and the Suppression of Impulsive Motor Actions in Parkinson Disease
Wylie, S. A., Claassen, D. O., Huizenga, H. M., Schewel, K. D., Ridderinkhof, K. R., Bashore, T. R., & van den Wildenberg, W. P. M. (2012) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00241 · Cited by 76 · see citing works
A psychometric perspective on psychophysiological measures
Tomarken, A. J. (1995) · Psychological Assessment · doi:10.1037/1040-3590.7.3.387 · Cited by 54 · see citing works
Pattyn, N., Migeotte, P.-F., Neyt, X., den Nest, A. V., & Cluydts, R. (2010) · Physiology & Behavior · doi:10.1016/j.physbeh.2010.04.037 · Cited by 32 · see citing works
Measurement of change and the law of initial values: A computer simulation study.
Jamieson, J. (1995) · Educational and Psychological Measurement · doi:10.1177/0013164495055001004 · Cited by 24 · see citing works
- Authors
- GEENEN, R., & VAN DE VIJVER, F. J. R.
- Affiliations
- University Medical Center Utrecht (NL)
- ORCID
- GEENEN, RINIE
- Venue
- Psychophysiology
- Publisher
- Wiley
- Published
- 1993-09
- Volume
- 30
- Issue
- 5
- Pages
- 525-530
- ISSN
- 0048-5772 (ISSN-L)
- 1469-8986
- OpenAlex
- W2065132148
- Cited by
- 52
- References
- 21
- Citations by year
- 2025: 1 · 2024: 1 · 2020: 2 · 2018: 1 · 2016: 5 · 2015: 2 · 2014: 4 · 2013: 1 · 2012: 4
- FWCI
- 4.24
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Psychophysiology (publishedVersion)
- PubMed (publishedVersion)
- Research portal (Tilburg University) (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion)
- Topics
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Social Sciences › Psychology › Applied Psychology › Psychological Testing and Assessment
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory Processes and Influences
- Keywords
- law of initial values, pretest effects, variance reduction, pretest-posttest design, test validity, measurement invariance
- MeSH terms
- Heart Rate, Humans, Psychophysiology, Regression Analysis
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review