Efficiency of some tests when testing symmetry hypothesis

2006 ◽  
Vol 18 (7-8) ◽  
pp. 465-482 ◽  
Author(s):  
N. Berrahou ◽  
D. Louani
Keyword(s):  
2018 ◽  
Author(s):  
Vencislav Popov ◽  
Qiong Zhang ◽  
Griffin Koch ◽  
Regina Calloway ◽  
Marc N Coutanche

We provide new evidence concerning two opposing views of episodic associations: The independent associations hypothesis (IAH) posits that associations are unidirectional and separately modifiable links (A→B and A←B); the associative symmetry hypothesis (ASH), to the contrary, considers the association to be a holistic conjunction of A and B representations. While existing literature focuses on tests that compare the equality and correlation of forward and backward associations and favors ASH over IAH, we provide the first direct evidence of IAH by showing that forward and backward associations are separately modifiable for semantically related pairs. In two experiments, participants studied 30 semantically unrelated and 30 semantically related pairs intermixed in a single list, and then performed a series of up to eight cued-recall test cycles. All pairs were tested in each cycle, and the testing direction (A-? or B-?) alternated between cycles. Consistent with prior research, unrelated pairs exhibited associative symmetry – accuracy and response times improved gradually on each test, suggesting that testing in both directions strengthened the same association. In contrast, semantically related pairs exhibited a stair-like pattern, where performance did not change from odd to even tests when the test direction changed; it only improved between tests of the same direction. We conclude that episodic associations can have either a holistic representation (ASH) or separate directional representations (IAH), depending on the semantic relatedness of their constituent items.


2002 ◽  
Vol 36 (1) ◽  
pp. 81-102 ◽  
Author(s):  
Ma. Reinaruth D. Carlos

This article explores the roles of population, average earnings and employment rates in the sending and host countries on international migration. Using a model designed by Schultz (1982) for rural-urban migration, it also tests the validity of two hypotheses, namely, 1) the Harris-Todaro expected earnings hypothesis and 2) the symmetry hypothesis of effects of sending and host area variables on migration. The empirical analysis examines international migration from the Philippines to 26 non-Middle Eastern countries in the period 1981–1995. It uses fixed effects panel data regression method to determine the impact of the economic variables in the sending and host countries. Finally, it looks into the influence of economic transformations in the Philippines and the host countries, as well as the relaxation of migration policies by the host countries on the actual migration of Filipinos in the period 1987–1995.


2019 ◽  
Author(s):  
Peter Ditto ◽  
Brittany Liu ◽  
Cory J Clark ◽  
Sean Wojcik ◽  
Eric Chen ◽  
...  

Both liberals and conservatives accuse their political opponents of partisan bias, but is there empirical evidence that one side of the political aisle is indeed more biased than the other? To address this question, we meta-analyzed the results of 51 experimental studies, involving over 18,000 participants, that examined one form of partisan bias— the tendency to evaluate otherwise identical information more favorably when it supports one’s political beliefs or allegiances than when it challenges those beliefs or allegiances. Two hypotheses based on previous literature were tested: an asymmetry hypothesis (predicting greater partisan bias in conservatives than in liberals) and a symmetry hypothesis (predicting equal levels of partisan bias in liberals and conservatives). Mean overall partisan bias was robust (r = .245), and there was strong support for the symmetry hypothesis: Liberals (r = .235) and conservatives (r = .255) showed no difference in mean levels of bias across studies. Moderator analyses reveal this pattern to be consistent across a number of different methodological variations and political topics. Implications of the current findings for the ongoing ideological symmetry debate and the role of partisan bias in scientific discourse and political conflict are discussed.


1995 ◽  
Vol 52 (6) ◽  
pp. 2989-3001 ◽  
Author(s):  
W. D. Luo ◽  
A. Bouguettoucha ◽  
J. Dobaczewski ◽  
J. Dudek ◽  
X. Li

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